diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a783d6ec9012b9f53ff87ffddf1cd99f7afe992b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:01.477853+00:00", + "ended_at": "2026-05-19T16:19:04.427118+00:00", + "elapsed_ms": 2949.24, + "returncode": 1, + "prompt_metrics": { + "chars": 14700, + "bytes_utf8": 14700, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d5e4a0592d47070fbef6d06106c4df087c9b8cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:05.428776+00:00", + "ended_at": "2026-05-19T16:19:08.674961+00:00", + "elapsed_ms": 3246.15, + "returncode": 1, + "prompt_metrics": { + "chars": 14700, + "bytes_utf8": 14700, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a5c1f0ec084e77856b9062f622c08a20033e5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_20.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_20", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.018404, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a5c1f0ec084e77856b9062f622c08a20033e5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_20.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_20", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.018404, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2042e80d5f786dec9b4a6500277ce72527eeb7ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-93f6-7551-88db-ef6e8265e422"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa7ef48537239173e1f54642b399f973fdb669d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-93f6-7551-88db-ef6e8265e422"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..307fa0a07181721b1aae5cfc9342b41104a71033 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a38a-7be3-a7c6-2de86fb6e3c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c625155416c22d599b1dcee5b6b8c5b2869b51e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a38a-7be3-a7c6-2de86fb6e3c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c026e223af05e3c1193e989d14bcb18ec0ac2d75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:21.944380+00:00", + "ended_at": "2026-05-19T16:14:25.189351+00:00", + "elapsed_ms": 3244.94, + "returncode": 1, + "prompt_metrics": { + "chars": 14696, + "bytes_utf8": 14696, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adfc51c2b4a2ac686bafafbad2600ba8491a782c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:26.191919+00:00", + "ended_at": "2026-05-19T16:14:29.304351+00:00", + "elapsed_ms": 3112.38, + "returncode": 1, + "prompt_metrics": { + "chars": 14696, + "bytes_utf8": 14696, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..734d72d416f696535a37dd5b2f82ebbc98863a58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_16.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_16", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.107046, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..734d72d416f696535a37dd5b2f82ebbc98863a58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_16.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_16", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.107046, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..647a24f095867e33b8cb0fa2e0cd93876e427da2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5043-7772-9c88-1e9f2d8d29e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a07bcbe940772e10ded7e501f96981f6489f5f7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5043-7772-9c88-1e9f2d8d29e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..087ffadf2f65c442cd1e102319ab8a927596c3db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-608d-7ba0-a976-e4c19aac1a5f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee04e40b418c9eb827fb58820ac96fa412b236ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-608d-7ba0-a976-e4c19aac1a5f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0bdab473a1e7d1cd257b98b503face86499c365 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14432, "bytes_utf8": 14432, "lines": 406, "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": 276, "bytes_utf8": 276, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17087, "cached_input_tokens": 15744, "output_tokens": 369, "reasoning_output_tokens": 291}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..786a54b54752d2a3319e3c7dd8165d9dc279addf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_0570e5156dbdaf3f", + "api_calls": 0, + "input_tokens": 17087, + "cached_input_tokens": 15744, + "output_tokens": 369, + "total_tokens": 17456, + "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": 9940.05, + "sql_execution_elapsed_ms_total": 3.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/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/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04eade65107f9a2a664ce9b19694ad2aca60f93a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/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": "2026-05-19T16:08:50.657708+00:00", + "ended_at": "2026-05-19T16:09:00.597780+00:00", + "elapsed_ms": 9940.05, + "prompt_metrics": { + "chars": 14432, + "bytes_utf8": 14432, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 276, + "bytes_utf8": 276, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17087, + "cached_input_tokens": 15744, + "output_tokens": 369, + "reasoning_output_tokens": 291 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..181638d397f6ff9487edb74cbb20845b95c0a8ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Family.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Family", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.324589, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..139fd7a29ea389eae19fac276eb9699c5fae0286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-41e2-70d3-9a04-d1ec2d76721f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Family\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Family\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"Family\\\" on the single table \\\"n7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17087,"cached_input_tokens":15744,"output_tokens":369,"reasoning_output_tokens":291}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45d85665d93b65c4ece7e0e7dcd7c2a843ec1a93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Family\", COUNT(*) AS \"row_count\"\nFROM \"n7\"\nGROUP BY \"Family\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"Family\" on the single table \"n7\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1296bb770562d041077a4c667c015289daed0a74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:27.861619+00:00", + "ended_at": "2026-05-19T16:15:33.307165+00:00", + "elapsed_ms": 5445.52, + "returncode": 1, + "prompt_metrics": { + "chars": 15075, + "bytes_utf8": 15075, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0608586f08af36d5300b6839ba6aa8885f94384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:34.309074+00:00", + "ended_at": "2026-05-19T16:15:37.625779+00:00", + "elapsed_ms": 3316.67, + "returncode": 1, + "prompt_metrics": { + "chars": 15075, + "bytes_utf8": 15075, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f4615c3a8812c4a569d43a95e5e18a75ba7ebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 5", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f4615c3a8812c4a569d43a95e5e18a75ba7ebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 5", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a6324168c1864854a1399b7bafa5bc45469b307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-516a-7e92-a581-346eeb9b6c53"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc128d8519b08e0624cd465d6ed57f858fac1ca3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-516a-7e92-a581-346eeb9b6c53"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..558e7d6fe313e0e0166bb997cd56f7741f5d21f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6a9d-79e0-b744-1fb89a35be83"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b817fb444132f4e49719de32688bb89a732fa3d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6a9d-79e0-b744-1fb89a35be83"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c37aa83fbfeea0781f41f60b09182c279f78614b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:45.498940+00:00", + "ended_at": "2026-05-19T16:07:48.316258+00:00", + "elapsed_ms": 2817.3, + "returncode": 1, + "prompt_metrics": { + "chars": 14520, + "bytes_utf8": 14520, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05b6e13d9759412af8ba29fc18a58a1df811ad85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:49.317750+00:00", + "ended_at": "2026-05-19T16:07:52.418723+00:00", + "elapsed_ms": 3100.95, + "returncode": 1, + "prompt_metrics": { + "chars": 14520, + "bytes_utf8": 14520, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b7ea35ccaba68917b033e0c31bae50402aedaa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b7ea35ccaba68917b033e0c31bae50402aedaa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dd113bfefe8f6757756e1179d3e68c8a52baa1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4356-70d0-8aee-e3e757069111"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d6b618858f49408adc0b9e544ab2709c4215233 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4356-70d0-8aee-e3e757069111"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..078387a089513134f47419d2d47275fb1c526b35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5250-7a23-8377-0db411f46655"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb65a349244ab392721f4aa47b9f33f96f7c1fb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5250-7a23-8377-0db411f46655"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4b50e7acf54884f1c96a1f54706d8dd5119c1cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:25.811831+00:00", + "ended_at": "2026-05-19T16:12:28.463202+00:00", + "elapsed_ms": 2651.35, + "returncode": 1, + "prompt_metrics": { + "chars": 15343, + "bytes_utf8": 15343, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b933eceb69e36a1be7e83d30d155f2178a7144c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:29.465083+00:00", + "ended_at": "2026-05-19T16:12:33.317294+00:00", + "elapsed_ms": 3852.18, + "returncode": 1, + "prompt_metrics": { + "chars": 15343, + "bytes_utf8": 15343, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fbef74c5d0c3f05edc1779facfc4295be4951f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Genus, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Genus", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.017348, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fbef74c5d0c3f05edc1779facfc4295be4951f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Genus, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Genus", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.017348, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb6b9b3feee0b24739ae53b1c85d4168c7c93b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8a55-7770-b323-640fa587bb17"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3792975e095c0e0aabe11f4ca55c4a487fd13cf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8a55-7770-b323-640fa587bb17"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20d2185f20139b70dc6f1e0e043fbbcb058222aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-989e-7151-814b-6d13861337af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ff74ba9406e0ea6cc7d8ab9d5a9c1e4723f634 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-989e-7151-814b-6d13861337af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cc4fc600ef354e08bc4fe6da40a8c34bcab75d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:42.502435+00:00", + "ended_at": "2026-05-19T16:10:45.786944+00:00", + "elapsed_ms": 3284.49, + "returncode": 1, + "prompt_metrics": { + "chars": 14930, + "bytes_utf8": 14930, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5060c8cb13508136715781aee75b0559e66f3fdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:46.789292+00:00", + "ended_at": "2026-05-19T16:10:50.186852+00:00", + "elapsed_ms": 3397.52, + "returncode": 1, + "prompt_metrics": { + "chars": 14930, + "bytes_utf8": 14930, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52a0dda4003592bdb21dc137d5f9060752625b08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 6", + "item_col": "MFCCs_ 7", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52a0dda4003592bdb21dc137d5f9060752625b08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 6", + "item_col": "MFCCs_ 7", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2efb0f07b94c957b8695e9011113fd81fccf1a30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f6d6-7642-9eb9-769edf1542ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6fb966be1d89f69367e5209c3bd1411e206f3b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f6d6-7642-9eb9-769edf1542ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75697bfd8f7207eb4a110313a55de1e96b0e7d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-077f-7c62-9bcf-be0bfbe476b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2b2f07f610fb5291b68c11391458c7988d39076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-077f-7c62-9bcf-be0bfbe476b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1099cb5561d60dc6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..406ec7ee466072c813d91da03f504336b9fba5fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 4. +Result preview: [{"Family": "Leptodactylidae", "total_measure": 2277.589995805706}, {"Family": "Hylidae", "total_measure": 765.2459601062468}, {"Family": "Dendrobatidae", "total_measure": 146.36594062228107}, {"Family": "Bufonidae", "total_measure": 19.74746388908693}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df212a45491d111914250128e71c30f1e3d9c3e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n7_11e993193b8095f9 +-- problem_id: v2p_n7_2785ab1de0fa1a3c +-- realization_mode: agent +-- source_kind: agent +SELECT "Family", SUM(CAST("MFCCs_ 4" AS REAL)) AS "total_measure" +FROM "n7" +GROUP BY "Family" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f37b242b47fa3ddf0abd164c5b00b1cc99841cd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Family\", SUM(CAST(\"MFCCs_ 4\" AS REAL)) AS \"total_measure\"\nFROM \"n7\"\nGROUP BY \"Family\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Family\\\", SUM(CAST(\\\"MFCCs_ 4\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Family\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Family\", \"total_measure\"], \"rows\": [{\"Family\": \"Leptodactylidae\", \"total_measure\": 2277.589995805706}, {\"Family\": \"Hylidae\", \"total_measure\": 765.2459601062468}, {\"Family\": \"Dendrobatidae\", \"total_measure\": 146.36594062228107}, {\"Family\": \"Bufonidae\", \"total_measure\": 19.74746388908693}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd84e8756c0ab142438c12c559018bc3e43a2816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:07:24.975812+00:00", + "ended_at": "2026-05-19T16:07:36.714290+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_11e993193b8095f9", + "problem_id": "v2p_n7_2785ab1de0fa1a3c", + "dataset_id": "n7", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 4.", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 4", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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 {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_11e993193b8095f9.sql", + "usage_summary": { + "dataset_id": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_11e993193b8095f9", + "api_calls": 0, + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 509, + "total_tokens": 17631, + "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": 11727.82, + "sql_execution_elapsed_ms_total": 5.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/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/n7/artifacts/v2q_n7_11e993193b8095f9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3c7d1ccfac90aa1fedb318824baf328b34e84bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:36.707382+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 11727.82, "started_at": "2026-05-19T16:07:24.978786+00:00", "ended_at": "2026-05-19T16:07:36.706632+00:00", "prompt_metrics": {"chars": 14521, "bytes_utf8": 14521, "lines": 408, "estimated_tokens": null}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17122, "cached_input_tokens": 12032, "output_tokens": 509, "reasoning_output_tokens": 400}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Family\\\", SUM(CAST(\\\"MFCCs_ 4\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Family\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"Family\\\" as the group column. CAST(\\\"MFCCs_ 4\\\" AS REAL) is applied because the schema stores MFCC feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e246cfd1b74edd8cbc674a0803764cfb3bc0f28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_11e993193b8095f9", + "api_calls": 0, + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 509, + "total_tokens": 17631, + "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": 11727.82, + "sql_execution_elapsed_ms_total": 5.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_11e993193b8095f9/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/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d087e5230bef5541eb907911ee1a358d89d0514d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:57.924267+00:00", + "ended_at": "2026-05-19T16:18:00.933307+00:00", + "elapsed_ms": 3009.0, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..334c1d95747723ea84a0c11cf7dddff93e866cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:01.936519+00:00", + "ended_at": "2026-05-19T16:18:05.387515+00:00", + "elapsed_ms": 3450.92, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84979653f8502792a4dd2a2fc95fc17018bbaac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_16.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_16", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.077177, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84979653f8502792a4dd2a2fc95fc17018bbaac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_16.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_16", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.077177, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..916da61c3c2f2c958b71114fa03b26735beda30d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9c04-7093-b3cc-bd355ebef6e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0570411ad871d52c3dd0dfe3f7e5495aae197406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9c04-7093-b3cc-bd355ebef6e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..521a38af60219624c91ac03cd3138623807b90c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-abcd-7b70-8666-8e83ce0bbc5b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ce82d1e184fcc94cc672242e9c8a1d459746149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-abcd-7b70-8666-8e83ce0bbc5b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_129aa4c987677550/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_13d4feca04d77bb5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_13d4feca04d77bb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a65f9c4d656d7009ea6d1f553f649e0a2ff8ebac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_13d4feca04d77bb5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:26:03.568898+00:00", + "ended_at": "2026-05-19T16:26:10.663045+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_13d4feca04d77bb5", + "problem_id": "v2p_n7_d6bd8c13b8543b0d", + "dataset_id": "n7", + "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=Species, measure_col=MFCCs_20.", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_20", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/n7/artifacts/v2q_n7_13d4feca04d77bb5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_13d4feca04d77bb5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9413b9333f9f26a2beddb70ad20215bf40c3c095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_13d4feca04d77bb5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:06.636619+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": 3061.25, "started_at": "2026-05-19T16:26:03.574157+00:00", "ended_at": "2026-05-19T16:26:06.635460+00:00", "prompt_metrics": {"chars": 14610, "bytes_utf8": 14610, "lines": 408, "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\":\"019e410f-0534-78e0-8ec1-b8905a0e475d\"}\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": "2026-05-19T16:26:10.662907+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": 3023.51, "started_at": "2026-05-19T16:26:07.638125+00:00", "ended_at": "2026-05-19T16:26:10.661713+00:00", "prompt_metrics": {"chars": 14610, "bytes_utf8": 14610, "lines": 408, "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\":\"019e410f-14f3-7a13-a733-3b6a3f95a947\"}\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/n7/artifacts/v2q_n7_1b28929d977ab15f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c6ad045cd6ea47c5c69e6761dcb980cb118a418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n7_1b28929d977ab15f +-- problem_id: v2p_n7_47a32e3c8bc045d6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MFCCs_ 6", + COUNT(*) AS support, + AVG("MFCCs_ 4") AS avg_response +FROM "n7" +GROUP BY "MFCCs_ 6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05c679fe63b8e3996b34772175d1af6f507ba663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: n7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n7_1b28929d977ab15f\n-- problem_id: v2p_n7_47a32e3c8bc045d6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MFCCs_ 6\",\n COUNT(*) AS support,\n AVG(\"MFCCs_ 4\") AS avg_response\nFROM \"n7\"\nGROUP BY \"MFCCs_ 6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: n7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n7_1b28929d977ab15f\\n-- problem_id: v2p_n7_47a32e3c8bc045d6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MFCCs_ 6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MFCCs_ 4\\\") AS avg_response\\nFROM \\\"n7\\\"\\nGROUP BY \\\"MFCCs_ 6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MFCCs_ 6\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..273b6611530a1dca49f0497d6aa8e72a26a462d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:36.144657+00:00", + "ended_at": "2026-05-19T16:27:36.152507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_1b28929d977ab15f", + "problem_id": "v2p_n7_47a32e3c8bc045d6", + "dataset_id": "n7", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=MFCCs_ 4, key_col=MFCCs_ 6.", + "bindings": { + "key_col": "MFCCs_ 6", + "measure_col": "MFCCs_ 4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_1b28929d977ab15f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b28929d977ab15f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd7bcb3fdf96ee29c24ecaff9c99d11f400d3078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:58.188294+00:00", + "ended_at": "2026-05-19T16:17:01.672977+00:00", + "elapsed_ms": 3484.65, + "returncode": 1, + "prompt_metrics": { + "chars": 15076, + "bytes_utf8": 15076, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..734e3f71e17945b59041a7f08249313aaefe2b0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:02.676315+00:00", + "ended_at": "2026-05-19T16:17:05.858619+00:00", + "elapsed_ms": 3182.23, + "returncode": 1, + "prompt_metrics": { + "chars": 15076, + "bytes_utf8": 15076, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1033cca26b6b16f9c3e6a389aaa71d52b3860ebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Family, measure_col=MFCCs_10.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_10", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1033cca26b6b16f9c3e6a389aaa71d52b3860ebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Family, measure_col=MFCCs_10.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_10", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..516c3494b9a5c243c6f6546b307e80fd862c0db6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b2c9-7f50-961d-1debe713b5e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e2416eec5f85b90ea333d8d0576fa368b16dba1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b2c9-7f50-961d-1debe713b5e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a37e1b4ec89caa1f5cdee579663612a910a014d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c42e-72a0-947f-4370cd0f21f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..445f2714d1717a3b0b1b67d4a1d429ccf0d9737d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c42e-72a0-947f-4370cd0f21f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1b692c09f3cde8e4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..260880d9abfddbe76e97e7b5b40f851f32e85fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:19.185137+00:00", + "ended_at": "2026-05-19T16:26:22.357377+00:00", + "elapsed_ms": 3172.2, + "returncode": 1, + "prompt_metrics": { + "chars": 14603, + "bytes_utf8": 14603, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df2edf63aa895372ca0710f339c29b9dc6b8fe6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:23.360024+00:00", + "ended_at": "2026-05-19T16:26:26.477354+00:00", + "elapsed_ms": 3117.27, + "returncode": 1, + "prompt_metrics": { + "chars": 14603, + "bytes_utf8": 14603, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a68c7e098817dd8da30aaf4b44b77bc973a8d767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_21.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_21", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.089619, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a68c7e098817dd8da30aaf4b44b77bc973a8d767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_21.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_21", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.089619, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27650371f6c8c158a68a32fd4159d03bec39d1ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4220-7af2-9521-d8149461c9a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e93f5ede54b3cda063331b2e2106d6d383c54e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4220-7af2-9521-d8149461c9a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1462d0486d23cb547effd88b420b07133c3fdc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5284-7bc0-8148-e450924dffed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..599cdfa7276791c34ce0575c1e97b199e712202d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5284-7bc0-8148-e450924dffed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1ba47e131ee599cf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97e03d4a5f32410c7c69b45692dc5e5930cf3db0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:00.606056+00:00", + "ended_at": "2026-05-19T16:09:04.241389+00:00", + "elapsed_ms": 3635.31, + "returncode": 1, + "prompt_metrics": { + "chars": 14429, + "bytes_utf8": 14429, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8f2adfeca19f4c10a80fc39855cde880ec23f92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:05.243034+00:00", + "ended_at": "2026-05-19T16:09:08.870110+00:00", + "elapsed_ms": 3627.05, + "returncode": 1, + "prompt_metrics": { + "chars": 14429, + "bytes_utf8": 14429, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81d475d766a1dc4bb1d297f8c4a22145748576d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Genus.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Genus", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039157, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..81d475d766a1dc4bb1d297f8c4a22145748576d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Genus.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Genus", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039157, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf880550e9623b401181e1914dc7fbdf5fc66a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-68bf-71a0-8e6e-47fe1313e584"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd68c36fcd64acae0085978f7627f362a2cebc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-68bf-71a0-8e6e-47fe1313e584"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cb442f5aa57acfdad90324174653e5bc73683a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7ae1-7d73-b922-1e05a706436f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c38ad4f58f7e2761d9a6243236ea57b2c093911d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7ae1-7d73-b922-1e05a706436f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1bbc9c2cd05c4bf8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53c4d3d0d08834739e2e65a98ed68af1905f94d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:33.294329+00:00", + "ended_at": "2026-05-19T16:21:36.472511+00:00", + "elapsed_ms": 3178.15, + "returncode": 1, + "prompt_metrics": { + "chars": 14789, + "bytes_utf8": 14789, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..575c9ae41c8c84525cdf57dc2e16fff94133c785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:37.475393+00:00", + "ended_at": "2026-05-19T16:21:40.917387+00:00", + "elapsed_ms": 3441.95, + "returncode": 1, + "prompt_metrics": { + "chars": 14789, + "bytes_utf8": 14789, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70b62ae739cffe082d36186ce34f4802c13abca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Genus", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.265395, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70b62ae739cffe082d36186ce34f4802c13abca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Genus", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.265395, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..827556ba1b1bd37efd592c50e42375afc320d7b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e4f8-7a60-a16d-1c88479018a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79c44e4b639afa1bb811bbb5f6ccefa3e8a591b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e4f8-7a60-a16d-1c88479018a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d1d796dfce4ddb3a4db99202f029239bfd8e61e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f556-7a93-871c-5433fab7f95a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ddb1dcb8fb240d1dad6f832a0b049d13da25f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f556-7a93-871c-5433fab7f95a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_1f5bde397a184dc5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e40de815b1ef4d620d762259b07ddd2d561a4a35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:59.097466+00:00", + "ended_at": "2026-05-19T16:10:02.343732+00:00", + "elapsed_ms": 3246.24, + "returncode": 1, + "prompt_metrics": { + "chars": 14925, + "bytes_utf8": 14925, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1ccc5e88e9872295c944a1d58c1d47a3a057e73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:03.345451+00:00", + "ended_at": "2026-05-19T16:10:06.865815+00:00", + "elapsed_ms": 3520.34, + "returncode": 1, + "prompt_metrics": { + "chars": 14925, + "bytes_utf8": 14925, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..151df330430f344bd1e339e9d3a7a17498b37459 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 3", + "item_col": "MFCCs_ 4", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.430695, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..151df330430f344bd1e339e9d3a7a17498b37459 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 3", + "item_col": "MFCCs_ 4", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.430695, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2747fe495d14e85b7e249e7a3e3118b2de3b1155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4d33-74c1-a4b2-ffec4892c93f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7817a532a09c54ec46a08996ec5bdf6ba51248c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4d33-74c1-a4b2-ffec4892c93f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71567c2e55ffaae279d9f2b95de3b51946664688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5e0b-7842-b0c7-098b79ec0734"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0618c0ee98ed0441bded8d075b3ff22ccaa60354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5e0b-7842-b0c7-098b79ec0734"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_21b496f27e1c5e43/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8db0d652c2eb41dbc1c1da6b1aa67d605e0f58f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14524, "bytes_utf8": 14524, "lines": 408, "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": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17122, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b908279b05239549ab56fc692d812d5f9679ccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_22d5247db1f4b9e3", + "api_calls": 0, + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 299, + "total_tokens": 17421, + "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": 8029.51, + "sql_execution_elapsed_ms_total": 8.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/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/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcc9cd0d7344bb37a6f0dbb91cb0fa9e85d8b6f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/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": "2026-05-19T16:07:09.533747+00:00", + "ended_at": "2026-05-19T16:07:17.563281+00:00", + "elapsed_ms": 8029.51, + "prompt_metrics": { + "chars": 14524, + "bytes_utf8": 14524, + "lines": 408, + "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": 355, + "bytes_utf8": 355, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 299, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d4be1201fcfb4552ae80dc04a73e8174a445b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Species, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.430695, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3280217f46feec5eafd322156add73106ef083e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b6d0-7f93-92fe-c94aafa8758c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Species\\\", SUM(CAST(\\\"MFCCs_ 3\\\" AS REAL)) AS total_measure\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Species\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped numeric sum template with group_col=\\\"Species\\\" and measure_col=\\\"MFCCs_ 3\\\". CAST to REAL because the schema stores MFCC columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17122,"cached_input_tokens":12032,"output_tokens":299,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bbaf746e013325aa75292f10b13eed97c6dc515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Species\", SUM(CAST(\"MFCCs_ 3\" AS REAL)) AS total_measure\nFROM \"n7\"\nGROUP BY \"Species\"\nORDER BY total_measure DESC;","notes":"Applied the planned grouped numeric sum template with group_col=\"Species\" and measure_col=\"MFCCs_ 3\". CAST to REAL because the schema stores MFCC columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_22d5247db1f4b9e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db6111f3825869cb2dc9bf6e01222dcdc2604086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:26.485064+00:00", + "ended_at": "2026-05-19T16:26:29.610387+00:00", + "elapsed_ms": 3125.27, + "returncode": 1, + "prompt_metrics": { + "chars": 14608, + "bytes_utf8": 14608, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..492bf9821bb64941536b142d9d5f2e7583f38943 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:30.612961+00:00", + "ended_at": "2026-05-19T16:26:34.748553+00:00", + "elapsed_ms": 4135.52, + "returncode": 1, + "prompt_metrics": { + "chars": 14608, + "bytes_utf8": 14608, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b27bea4e9b782b607f8b52335cdb4732f1c82b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_21.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_21", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.066782, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b27bea4e9b782b607f8b52335cdb4732f1c82b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_21.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_21", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.066782, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9c1b0e0b9b166cc2e90a96393a84ba34b610fdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5eb4-7e33-a48f-9d81a81ce49e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89f6d44ae2a02eff7b700a19b75720501d07435a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5eb4-7e33-a48f-9d81a81ce49e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ece83284372c34a18511e5f5867ee3c4aea4c66b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6eaa-7913-9670-e09430b4c38e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f7670388cb843107ee707eb54342461a55c4755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6eaa-7913-9670-e09430b4c38e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_23a3ba1f8e736ed5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c07b82e9f10e5ac35370887188cd66285fa76c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:36.328959+00:00", + "ended_at": "2026-05-19T16:14:39.554385+00:00", + "elapsed_ms": 3225.4, + "returncode": 1, + "prompt_metrics": { + "chars": 14696, + "bytes_utf8": 14696, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f55e50f75dcc0c5c5bc031cefc9ea5a9aee1f99a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:40.556104+00:00", + "ended_at": "2026-05-19T16:14:43.821063+00:00", + "elapsed_ms": 3264.87, + "returncode": 1, + "prompt_metrics": { + "chars": 14696, + "bytes_utf8": 14696, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04148db9e8d5a87674235f049bccfee89c72a2ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_18.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_18", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.061889, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04148db9e8d5a87674235f049bccfee89c72a2ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_18.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_18", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.061889, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c42a341a48c60a157635332839cea5c2532410 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-882b-7213-afd8-c8e5dfd7e5ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3654dbb92f5934ded2298f0ddd88a21a359ca190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-882b-7213-afd8-c8e5dfd7e5ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..996cdbbb228dc6e063525df9dfa83fcee789c72d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-98a4-7a31-b713-a34dddcf446a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3753a5e75e818226948a1c80a08a9f10f6e7ccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-98a4-7a31-b713-a34dddcf446a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_26628a2aa140d73c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12570e55b7ec286c3c8cc63fbb8147edbe4afc90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:20.160707+00:00", + "ended_at": "2026-05-19T16:27:23.580499+00:00", + "elapsed_ms": 3419.74, + "returncode": 1, + "prompt_metrics": { + "chars": 14601, + "bytes_utf8": 14601, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..635f0b42fb9bd246b30730920f1d3942e127105c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:24.583349+00:00", + "ended_at": "2026-05-19T16:27:27.855394+00:00", + "elapsed_ms": 3272.0, + "returncode": 1, + "prompt_metrics": { + "chars": 14601, + "bytes_utf8": 14601, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac054bdd39286b03b81f50f4970ecb30139e57e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.466566, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac054bdd39286b03b81f50f4970ecb30139e57e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.466566, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f2416b0333ed9daa4f15a32322124ff0f2a0939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-307a-7b13-bb48-31efe604929d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..212ca7823798dff31e25d851f6974295ea48b4ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-307a-7b13-bb48-31efe604929d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3fcd710843285148781233213064e21ddf5f55a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-41a7-7700-b107-6551c397500b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..26d193187036c3b6f4d288349deb6647e516c05c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-41a7-7700-b107-6551c397500b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_27036980dec6429e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20fc4798f8d8aaf30005e0fe2ab54e243ec21127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:17.896724+00:00", + "ended_at": "2026-05-19T16:13:21.073390+00:00", + "elapsed_ms": 3176.63, + "returncode": 1, + "prompt_metrics": { + "chars": 14833, + "bytes_utf8": 14833, + "lines": 412, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0de60a1389dc1b02cf950f7f91829c0bd6b84ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:22.075278+00:00", + "ended_at": "2026-05-19T16:13:27.339981+00:00", + "elapsed_ms": 5264.67, + "returncode": 1, + "prompt_metrics": { + "chars": 14833, + "bytes_utf8": 14833, + "lines": 412, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd76f6602b80f22be07547f939e9441c1eb9c31c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,412 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Family, group_col_2=Species.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Family", + "group_col_2": "Species", + "predicate_col": "Genus", + "predicate_op": "=", + "predicate_value": "Hypsiboas", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd76f6602b80f22be07547f939e9441c1eb9c31c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,412 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Family, group_col_2=Species.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Family", + "group_col_2": "Species", + "predicate_col": "Genus", + "predicate_op": "=", + "predicate_value": "Hypsiboas", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d414b8bcaf6dc8128283ba019cde21f98838f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-55d9-7ce3-a467-0330a9cec53f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eac286fbe39bf5e4223cbb682ee04ba54f73a5c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-55d9-7ce3-a467-0330a9cec53f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80af82f7c54a526a63007bc4b6b2cb112fc60ad5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6636-7160-b2e2-d21ed449362f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94fd0bb8dfdb60aa143bc2fb008150a0c5a0b5d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6636-7160-b2e2-d21ed449362f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2a8c57cc34c9c548/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f4012c68e2723daed49aa0aceee9ed597038478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:20.734149+00:00", + "ended_at": "2026-05-19T16:15:23.620171+00:00", + "elapsed_ms": 2885.99, + "returncode": 1, + "prompt_metrics": { + "chars": 15079, + "bytes_utf8": 15079, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2225874c0abce64242e0e90e6b24d9ebe3f2ad7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:24.622877+00:00", + "ended_at": "2026-05-19T16:15:27.857298+00:00", + "elapsed_ms": 3234.38, + "returncode": 1, + "prompt_metrics": { + "chars": 15079, + "bytes_utf8": 15079, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7af86c83e0bcd3f464abfd4e8226516d542c6c7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 4", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.535837, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7af86c83e0bcd3f464abfd4e8226516d542c6c7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 4", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.535837, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d5512e0d1d9d06601d4513ba565dc6a991e1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-359a-7a80-abba-3733c836efdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33d095374ceef844f09fef9285299557bff2e22a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-359a-7a80-abba-3733c836efdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68445d19a4204cec2a8dfc6ef8027d60662ef6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-44e8-7983-8b18-569acc248f63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aa89ad9b7e6e5da7288d0e6d7efc21965d6d44b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-44e8-7983-8b18-569acc248f63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2d70bff4a33d511a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db11f22487ab672c1e5095fbb361ecf57ed771d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:13.410207+00:00", + "ended_at": "2026-05-19T16:18:16.536760+00:00", + "elapsed_ms": 3126.51, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e3ad68f51106108402f17a4bd45134ab6ba88314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:17.539337+00:00", + "ended_at": "2026-05-19T16:18:20.641356+00:00", + "elapsed_ms": 3101.99, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dff206eaacf3175552c3c68bfd650121a9f5c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_17.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_17", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.177606, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dff206eaacf3175552c3c68bfd650121a9f5c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_17.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_17", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.177606, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0102926fc884d40e397debb8f3c8e8adb8c9020 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-d8be-7c53-b400-0748d91e1236"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e428cd8749afad68155c6af86b801f5c87f2862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-d8be-7c53-b400-0748d91e1236"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c73a5cd19236559cba6a2a54d88d73b4fee0fc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e841-7a32-820d-54b164916891"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dda99399679addd4572bf32097dcf6b4f29e4fb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e841-7a32-820d-54b164916891"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_2ff2d7fb8906fb1a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e8665b5cf5ee26822bb54cf4e81471a723b35da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:06.591013+00:00", + "ended_at": "2026-05-19T16:11:09.649580+00:00", + "elapsed_ms": 3058.54, + "returncode": 1, + "prompt_metrics": { + "chars": 14936, + "bytes_utf8": 14936, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66ebfd5beb221c1d1a6968d0d6fd6b788e1dcd31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:10.651632+00:00", + "ended_at": "2026-05-19T16:11:16.262816+00:00", + "elapsed_ms": 5611.14, + "returncode": 1, + "prompt_metrics": { + "chars": 14936, + "bytes_utf8": 14936, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..095de0977abe344fd2b0b90680ddee68e1027323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 7", + "item_col": "MFCCs_ 8", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.038581, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..095de0977abe344fd2b0b90680ddee68e1027323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 7", + "item_col": "MFCCs_ 8", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.038581, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ca98e3c05690084fe59825231e03958649b4dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-54ea-7b93-b335-c33fc85f8a74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c659f6e74e7bb8341c6a2392f46481440bc1cdd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-54ea-7b93-b335-c33fc85f8a74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d017091c563d9515f17663d39352bbdd612c1bdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-64c5-7a61-847b-f59160f44305"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccab511e56fd55e5d8089e5b2e235b6ad251c13e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-64c5-7a61-847b-f59160f44305"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_32b62073f9204d9a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c00fae331f4fcc257966f78360c79f80598f7e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:05.865657+00:00", + "ended_at": "2026-05-19T16:17:09.185246+00:00", + "elapsed_ms": 3319.54, + "returncode": 1, + "prompt_metrics": { + "chars": 15079, + "bytes_utf8": 15079, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87d338b0e648b2a49e3c44ec4f79cf155dc7ac0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:10.188078+00:00", + "ended_at": "2026-05-19T16:17:13.268465+00:00", + "elapsed_ms": 3080.34, + "returncode": 1, + "prompt_metrics": { + "chars": 15079, + "bytes_utf8": 15079, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2189a2316add56d0e427087cba6d8183ca4364e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_10.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_10", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.094616, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2189a2316add56d0e427087cba6d8183ca4364e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_10.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_10", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.094616, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..274a81e7dfef06aeb84680ad3423a70e2192991c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d0a8-7632-babf-1be9433518f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3d227449d5e2090c3861288c929f80775f3a809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d0a8-7632-babf-1be9433518f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9236ef1d743ed224cd6aecc3fc4826fbed2f193f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e1d8-7da1-9c97-5a8b66051413"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3142e5b1ae2d73c4f6f282f1a9036ecfcc1ab7e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e1d8-7da1-9c97-5a8b66051413"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_33245d57cac515c9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dced4d57a22860e308a21893dd56aaa7c115910e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:51.672603+00:00", + "ended_at": "2026-05-19T16:09:55.016785+00:00", + "elapsed_ms": 3344.16, + "returncode": 1, + "prompt_metrics": { + "chars": 14929, + "bytes_utf8": 14929, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cad09785376982b96fa4b516f3b0323eb2555af0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:56.018669+00:00", + "ended_at": "2026-05-19T16:09:59.092258+00:00", + "elapsed_ms": 3073.56, + "returncode": 1, + "prompt_metrics": { + "chars": 14929, + "bytes_utf8": 14929, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4600439b193ba0958e8e4d3893a4fb5c4fbb40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 2", + "item_col": "MFCCs_ 3", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.396761, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4600439b193ba0958e8e4d3893a4fb5c4fbb40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 2", + "item_col": "MFCCs_ 3", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.396761, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae77e33808d0b89fe26135ae1fbd8ece8ffcd749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3031-7ae1-a61b-9735491d9520"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de18636ff5bfa714c481bff3f3a7d8bcf75020fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3031-7ae1-a61b-9735491d9520"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..325b3368e89c472a2326851f5541e3207e25810f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-412a-7140-9536-aa48d5dcd054"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8ae4e39f07441257078af1c79f2646c5e03e2b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-412a-7140-9536-aa48d5dcd054"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_345fa811880e128a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41b9916fd702869763962432e78ea3c63dd282bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:25.991718+00:00", + "ended_at": "2026-05-19T16:21:29.411760+00:00", + "elapsed_ms": 3420.02, + "returncode": 1, + "prompt_metrics": { + "chars": 14800, + "bytes_utf8": 14800, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b76563ed57693b89129d844244fcd14e1ba8ea6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:30.413638+00:00", + "ended_at": "2026-05-19T16:21:33.289718+00:00", + "elapsed_ms": 2876.05, + "returncode": 1, + "prompt_metrics": { + "chars": 14800, + "bytes_utf8": 14800, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..506abd0e20313f0de73ba85bdc5fdf69d8ea612b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Genus", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.265395, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..506abd0e20313f0de73ba85bdc5fdf69d8ea612b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Genus", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.265395, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b028e9fbb18da036dfa4c5cdaed4ac470c91c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c8a7-7542-b4a8-e1944d2515a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f00c6489c5bc55e2df567f0ee117af7b65dddf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c8a7-7542-b4a8-e1944d2515a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b84b1fdc05fd501c4f3098442ada532c0712f15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d9c1-76a0-bb3c-e91be4230ca1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c3c2465b57bad5fe53ce1d90bc22e7c331f455c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d9c1-76a0-bb3c-e91be4230ca1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3500583dd59048d7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9fa273573a903b6c2b17f5516f350b44f520de7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:13.979608+00:00", + "ended_at": "2026-05-19T16:24:17.458057+00:00", + "elapsed_ms": 3478.36, + "returncode": 1, + "prompt_metrics": { + "chars": 14515, + "bytes_utf8": 14515, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0e5261293f4005e58756702c9fa267061160ee6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:18.460826+00:00", + "ended_at": "2026-05-19T16:24:21.717110+00:00", + "elapsed_ms": 3256.22, + "returncode": 1, + "prompt_metrics": { + "chars": 14515, + "bytes_utf8": 14515, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4533247578b5a8d426545b8f66e6d7b1c788f762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Species.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Species", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4533247578b5a8d426545b8f66e6d7b1c788f762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Species.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Species", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70df534200e863d396394158b53cb9939288fde4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-5917-77d0-8309-c6cc76890156"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73556cd0a8d173f1131f32b13fa658a242ebcf4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-5917-77d0-8309-c6cc76890156"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c263f974df12d35bfc18a0730b1a53b3a69359d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-6a8c-7bb2-b4b2-a13f403d5554"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ba9a8d92fa7f4fa7ca51b5374c4a92db6e710c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-6a8c-7bb2-b4b2-a13f403d5554"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_36d82f6ba5ee60fd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_390aedc14dea42a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_390aedc14dea42a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eee61bf94e838c670de12b2753daf447952e227c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_390aedc14dea42a2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:17:32.606203+00:00", + "ended_at": "2026-05-19T16:17:40.299083+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_390aedc14dea42a2", + "problem_id": "v2p_n7_46f6afd844afcd28", + "dataset_id": "n7", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Species, measure_col=MFCCs_12.", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_12", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.132432, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": "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;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "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/n7/artifacts/v2q_n7_390aedc14dea42a2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_390aedc14dea42a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb034f572b67ac39eb259853e6e0287736db5ba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_390aedc14dea42a2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:35.995670+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": 3383.83, "started_at": "2026-05-19T16:17:32.610641+00:00", "ended_at": "2026-05-19T16:17:35.994518+00:00", "prompt_metrics": {"chars": 15078, "bytes_utf8": 15078, "lines": 408, "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\":\"019e4107-3924-74a2-baa7-2a6521eed883\"}\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": "2026-05-19T16:17:40.298929+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": 3300.53, "started_at": "2026-05-19T16:17:36.997186+00:00", "ended_at": "2026-05-19T16:17:40.297768+00:00", "prompt_metrics": {"chars": 15078, "bytes_utf8": 15078, "lines": 408, "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\":\"019e4107-4a50-7081-90c0-6d458dfa7adc\"}\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/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20cbcbe41b76da6d681a2eefbb52171dca8a4044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:55.427306+00:00", + "ended_at": "2026-05-19T16:12:58.658769+00:00", + "elapsed_ms": 3231.44, + "returncode": 1, + "prompt_metrics": { + "chars": 15347, + "bytes_utf8": 15347, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc2dffe65c89998cb3648474383f9640eb55ba28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:59.660917+00:00", + "ended_at": "2026-05-19T16:13:03.859331+00:00", + "elapsed_ms": 4198.38, + "returncode": 1, + "prompt_metrics": { + "chars": 15347, + "bytes_utf8": 15347, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be4f0b57815506591ba1a71e711655abf8a4e04b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Species, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Species", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.006321, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be4f0b57815506591ba1a71e711655abf8a4e04b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Species, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Species", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.006321, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f27c4ad6e629718c2f764c5b131af0241125a7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-fe3e-7412-ae12-282fd04c9a0d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b066e6da8fc283ef0cbc5dc33d719878e2d79ee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-fe3e-7412-ae12-282fd04c9a0d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c47b2fc332b1756d802971d419644b65bcd52dc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0e82-7f91-888e-2692438acf9d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f7547846198854c94d5d68f4e7d0f51f1f091e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0e82-7f91-888e-2692438acf9d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3910039e1fa3ea83/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e8c2e8597e2c5c82dee9cf42fbc8e1b47dcfff1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:48.141168+00:00", + "ended_at": "2026-05-19T16:11:51.179579+00:00", + "elapsed_ms": 3038.39, + "returncode": 1, + "prompt_metrics": { + "chars": 14934, + "bytes_utf8": 14934, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c107c0f271317d0b9625dd45ce810e7b3f6feb1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:52.182355+00:00", + "ended_at": "2026-05-19T16:11:55.129091+00:00", + "elapsed_ms": 2946.69, + "returncode": 1, + "prompt_metrics": { + "chars": 14934, + "bytes_utf8": 14934, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d93111815a9f74154263f6db14de9489934aa42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, measure_col=MFCCs_10.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_10", + "item_col": "MFCCs_11", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d93111815a9f74154263f6db14de9489934aa42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, measure_col=MFCCs_10.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_10", + "item_col": "MFCCs_11", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c1c65c3332d0dca8ad50fd5677d835634e453b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-f740-7313-8814-99fec6e2f8ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42560b94ffe694a1450abd8a1bacca21688b0371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-f740-7313-8814-99fec6e2f8ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfe9f11ecc4d132922eb5a8e06725b5f3b061c8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-06f6-7402-9b86-1605850a0f7c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cffdce1580d00e6947720e56efafbc879cdbfa72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-06f6-7402-9b86-1605850a0f7c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_396de534feb283a2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3c33770e226ebfb8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3c33770e226ebfb8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e777ae8cf2d617999797d50307a534656b11e4d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3c33770e226ebfb8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:14:43.823601+00:00", + "ended_at": "2026-05-19T16:14:51.002395+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_3c33770e226ebfb8", + "problem_id": "v2p_n7_a8188c65eca65312", + "dataset_id": "n7", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_19.", + "bindings": { + "measure_col": "MFCCs_19", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.006321, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "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/n7/artifacts/v2q_n7_3c33770e226ebfb8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3c33770e226ebfb8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e1117085b2fd2e0a8f753e2f5b4fe4f96520b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3c33770e226ebfb8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:47.083680+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": 3253.91, "started_at": "2026-05-19T16:14:43.828900+00:00", "ended_at": "2026-05-19T16:14:47.082856+00:00", "prompt_metrics": {"chars": 14697, "bytes_utf8": 14697, "lines": 406, "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-a5b4-78f1-a3d9-91c68663e9b6\"}\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": "2026-05-19T16:14:51.002306+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": 2916.08, "started_at": "2026-05-19T16:14:48.085453+00:00", "ended_at": "2026-05-19T16:14:51.001574+00:00", "prompt_metrics": {"chars": 14697, "bytes_utf8": 14697, "lines": 406, "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-b620-7eb3-b945-bf649d3b1b7f\"}\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/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc85ff9bdccde9778b504b51155795dd5f241462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:27.988703+00:00", + "ended_at": "2026-05-19T16:18:31.222850+00:00", + "elapsed_ms": 3234.11, + "returncode": 1, + "prompt_metrics": { + "chars": 14702, + "bytes_utf8": 14702, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e871917df472200302a51ce424d4993a222292a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:32.225687+00:00", + "ended_at": "2026-05-19T16:18:35.362459+00:00", + "elapsed_ms": 3136.73, + "returncode": 1, + "prompt_metrics": { + "chars": 14702, + "bytes_utf8": 14702, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39b342062f8867467971cac39e1749f85c89cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Species, measure_col=MFCCs_18.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_18", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.04029, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39b342062f8867467971cac39e1749f85c89cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Species, measure_col=MFCCs_18.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_18", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.04029, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4ceeb99027268202c756c2159002115be470e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1127-74c0-ad7e-f6cc0f5983c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..207d096ebd0161188b2b16929f5e26579ba2f6b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1127-74c0-ad7e-f6cc0f5983c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2f42b2962767a5064e41d4918e7201d431b46c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-21ac-7c52-acb8-8792048d6fd2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e4479da6ecf5c0bc488334d5a7187576b3a412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-21ac-7c52-acb8-8792048d6fd2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_3db1368bf2cc653d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34394f70402ffd32cdcfe21abcfbd89a7cd2155f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14522, "bytes_utf8": 14522, "lines": 408, "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": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17124, "cached_input_tokens": 12032, "output_tokens": 232, "reasoning_output_tokens": 125}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f5814098c18de506ac23095edb6bf6fc93acb97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_42e899acdee0c967", + "api_calls": 0, + "input_tokens": 17124, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 17356, + "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": 7458.86, + "sql_execution_elapsed_ms_total": 5.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/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/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21f0f8d49b39d505e526352860359f6ee20a4559 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:43.187924+00:00", + "ended_at": "2026-05-19T16:08:50.646810+00:00", + "elapsed_ms": 7458.86, + "prompt_metrics": { + "chars": 14522, + "bytes_utf8": 14522, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17124, + "cached_input_tokens": 12032, + "output_tokens": 232, + "reasoning_output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03d7016dbed13e391b9ccb4f36f42ed896214567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 8", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.052279, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb2ccaebae182f8257780b5d3584da4fc497417 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-24c4-7772-94e1-a2717f9fb077"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Genus\\\", SUM(CAST(\\\"MFCCs_ 8\\\" AS REAL)) AS total_measure\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Genus\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"Genus\\\" and measure_col=\\\"MFCCs_ 8\\\". Cast the measure to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17124,"cached_input_tokens":12032,"output_tokens":232,"reasoning_output_tokens":125}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7efab76c9883cc3090ec04d64e5285a00b9ddb6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Genus\", SUM(CAST(\"MFCCs_ 8\" AS REAL)) AS total_measure\nFROM \"n7\"\nGROUP BY \"Genus\"\nORDER BY total_measure DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"Genus\" and measure_col=\"MFCCs_ 8\". Cast the measure to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_42e899acdee0c967/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_43496e89cc5b9e47/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_43496e89cc5b9e47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48dfd1a8a50c87f663477b85243c7e07578df556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_43496e89cc5b9e47/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:15:37.627063+00:00", + "ended_at": "2026-05-19T16:15:44.797294+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_43496e89cc5b9e47", + "problem_id": "v2p_n7_318a03117838f555", + "dataset_id": "n7", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Genus, measure_col=MFCCs_ 5.", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 5", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.199066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": "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;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "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/n7/artifacts/v2q_n7_43496e89cc5b9e47/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_43496e89cc5b9e47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3ccfcf1e1c4b894770a2a95e2edf44722265155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_43496e89cc5b9e47/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:40.920409+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": 3289.57, "started_at": "2026-05-19T16:15:37.629976+00:00", "ended_at": "2026-05-19T16:15:40.919582+00:00", "prompt_metrics": {"chars": 15076, "bytes_utf8": 15076, "lines": 408, "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\":\"019e4105-7808-7df0-baed-0c1b262001a4\"}\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": "2026-05-19T16:15:44.797207+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": 2874.72, "started_at": "2026-05-19T16:15:41.921704+00:00", "ended_at": "2026-05-19T16:15:44.796465+00:00", "prompt_metrics": {"chars": 15076, "bytes_utf8": 15076, "lines": 408, "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\":\"019e4105-8859-7ff0-9879-fb0eaaed9494\"}\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/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e3881e38790d430a82099f4a7edf7d55836247f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:22.336349+00:00", + "ended_at": "2026-05-19T16:09:25.642226+00:00", + "elapsed_ms": 3305.85, + "returncode": 1, + "prompt_metrics": { + "chars": 14430, + "bytes_utf8": 14430, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f774487eb2ee82f7a6a01292cff46aeeeb684bad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:26.644050+00:00", + "ended_at": "2026-05-19T16:09:29.870872+00:00", + "elapsed_ms": 3226.79, + "returncode": 1, + "prompt_metrics": { + "chars": 14430, + "bytes_utf8": 14430, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..674e7a1938790ab6f41989d06f8b8b0b2bf53d14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Genus.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Genus", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..674e7a1938790ab6f41989d06f8b8b0b2bf53d14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Genus.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Genus", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc150a8f9b8e33e51ab2d30427d1c4a4897456be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bdad-7f70-a1ed-3ebcc31b33e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c84f6623b107c4e713dce24c4ae74e3ca93e3588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bdad-7f70-a1ed-3ebcc31b33e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ce8913078ad0647ee9f43da669573240c44bf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ce74-7232-a424-fe65998be9d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5147826046537e3d4514b97772ba220d5df660c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ce74-7232-a424-fe65998be9d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_434cafff695dbfee/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..866a76ff74015e9df4d0c0ddf4e398f1bb2a707f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:07.156825+00:00", + "ended_at": "2026-05-19T16:14:10.236645+00:00", + "elapsed_ms": 3079.79, + "returncode": 1, + "prompt_metrics": { + "chars": 14834, + "bytes_utf8": 14834, + "lines": 412, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0eb9ffc0b4e3eb068f517629cad964a30aefe95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:11.239512+00:00", + "ended_at": "2026-05-19T16:14:14.455287+00:00", + "elapsed_ms": 3215.72, + "returncode": 1, + "prompt_metrics": { + "chars": 14834, + "bytes_utf8": 14834, + "lines": 412, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca33819a389b4298045061f2ffbbc3a2dedec9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,412 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Family, group_col_2=Species.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Family", + "group_col_2": "Species", + "predicate_col": "MFCCs_ 4", + "predicate_op": ">=", + "predicate_value": 0.559861, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca33819a389b4298045061f2ffbbc3a2dedec9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,412 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Family, group_col_2=Species.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Family", + "group_col_2": "Species", + "predicate_col": "MFCCs_ 4", + "predicate_op": ">=", + "predicate_value": 0.559861, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d19357c8c43d28d0d845040cf0b6d46ec7041da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1641-7251-9f21-60460a080cf6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dfd50c81b449d68b0f1096495487002ae70c4e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1641-7251-9f21-60460a080cf6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8776c604772ee99d6efc510f1bfab94402215d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2615-75c3-8c6a-7f801c33219d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc3c7fe2abb9675b6739569c5c34106a9674af2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2615-75c3-8c6a-7f801c33219d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_45916479cc7fd701/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47cc3fcf8efb5122/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47cc3fcf8efb5122/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4cffa06b81dafd88cfde607e668dcc16c463bad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47cc3fcf8efb5122/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:16:15.087922+00:00", + "ended_at": "2026-05-19T16:16:27.281363+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_47cc3fcf8efb5122", + "problem_id": "v2p_n7_9e73e7abf219d21e", + "dataset_id": "n7", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Genus, measure_col=MFCCs_ 8.", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 8", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": "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;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "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/n7/artifacts/v2q_n7_47cc3fcf8efb5122/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47cc3fcf8efb5122/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9793de7154d7c70203f6dfceeab41f675ea243f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47cc3fcf8efb5122/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:19.493437+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": 4399.58, "started_at": "2026-05-19T16:16:15.092773+00:00", "ended_at": "2026-05-19T16:16:19.492399+00:00", "prompt_metrics": {"chars": 15074, "bytes_utf8": 15074, "lines": 408, "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\":\"019e4106-0a63-7c60-b34d-4b0a1d996648\"}\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": "2026-05-19T16:16:27.281241+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": 6785.12, "started_at": "2026-05-19T16:16:20.495144+00:00", "ended_at": "2026-05-19T16:16:27.280307+00:00", "prompt_metrics": {"chars": 15074, "bytes_utf8": 15074, "lines": 408, "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\":\"019e4106-1f99-7341-be02-30724ef55394\"}\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/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c13f7874ff267cdc319ac74aac56fb4fe23fc64f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:23.723689+00:00", + "ended_at": "2026-05-19T16:11:26.739846+00:00", + "elapsed_ms": 3016.13, + "returncode": 1, + "prompt_metrics": { + "chars": 14929, + "bytes_utf8": 14929, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52fc7d199cec59ed9d82c4555c493e95d0e93656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:27.742215+00:00", + "ended_at": "2026-05-19T16:11:31.692305+00:00", + "elapsed_ms": 3950.04, + "returncode": 1, + "prompt_metrics": { + "chars": 14929, + "bytes_utf8": 14929, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c855568a9e837e237913036a556cf686a7a48e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_ 8.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 8", + "item_col": "MFCCs_ 9", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.052279, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c855568a9e837e237913036a556cf686a7a48e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_ 8.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 8", + "item_col": "MFCCs_ 9", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.052279, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1937716cd7dc4c469bb3c0ece69a5a90ce9942ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-97be-7152-bafb-663cbd955e03"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..361efdb4695ce47c4b03bfa11cde7cae2ce7f6f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-97be-7152-bafb-663cbd955e03"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3efb8a234f906b29b6f8672f39c2747e9f5b473d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a782-7dd2-aadc-117284534003"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5775bbe04519de7c898a061066ae3fd06f2155f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a782-7dd2-aadc-117284534003"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_47de83d9a44ccf41/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c66492b283cd420f3594083e71988bd2916eebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:44.052639+00:00", + "ended_at": "2026-05-19T16:20:53.465290+00:00", + "elapsed_ms": 9412.63, + "returncode": 1, + "prompt_metrics": { + "chars": 14803, + "bytes_utf8": 14803, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67b34fd557392b1891c037b540179a90c1ba9eb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:54.467650+00:00", + "ended_at": "2026-05-19T16:21:00.897954+00:00", + "elapsed_ms": 6430.26, + "returncode": 1, + "prompt_metrics": { + "chars": 14803, + "bytes_utf8": 14803, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c3c05fd61e66889bf797fd5daada24229eed00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c3c05fd61e66889bf797fd5daada24229eed00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85e1364e2b156c2680f61c97252b9851490199b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2490-7612-a112-07cb877649f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6413baba13c6ef2257eb13274e51df6fafd93430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2490-7612-a112-07cb877649f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..436546d5a140e5ded554ddee34eb9410efb5b365 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4d69-75a0-a762-ad1f86174281"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..512d5fcc1e060bdafbe37767cb14c6e973b5f134 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4d69-75a0-a762-ad1f86174281"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4c709af1f904c102/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0dc960bc6b8c3190b45f701640705dd05fc4cee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:05.495044+00:00", + "ended_at": "2026-05-19T16:23:08.856559+00:00", + "elapsed_ms": 3361.47, + "returncode": 1, + "prompt_metrics": { + "chars": 14462, + "bytes_utf8": 14462, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2743048838aaa164a72e2ec112a11f1160f8757c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:09.859829+00:00", + "ended_at": "2026-05-19T16:23:13.080337+00:00", + "elapsed_ms": 3220.44, + "returncode": 1, + "prompt_metrics": { + "chars": 14462, + "bytes_utf8": 14462, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1b3a33e8795da1e8832c7fc7d65ff0011832bfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_22.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_22", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.194819, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1b3a33e8795da1e8832c7fc7d65ff0011832bfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_22.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_22", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.194819, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2795a672c153db6452d92535dc4b8db2aa4201d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4d73-7280-99f8-ddcebe636463"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e63cc8c450986be58c3311fb962c5a4d12f3494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4d73-7280-99f8-ddcebe636463"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51eec8ddf2ae58ddeb7d4e2ac5982149f5689535 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5e9f-71d1-9550-b7d26b782555"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..178aef9072dea9e11d59edaa93a73d6a7eb21bb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5e9f-71d1-9550-b7d26b782555"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_4f3df6ffb47fc88b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5081bf488913d2d2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5081bf488913d2d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95add76a3e9ea7731c7299cb098575b0caa2341f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5081bf488913d2d2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:19:48.357624+00:00", + "ended_at": "2026-05-19T16:19:57.061194+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_5081bf488913d2d2", + "problem_id": "v2p_n7_19c1b2ca665e9660", + "dataset_id": "n7", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "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 Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Genus, measure_col=RecordID.", + "bindings": { + "group_col": "Genus", + "measure_col": "RecordID", + "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": 27.0, + "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 {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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "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/n7/artifacts/v2q_n7_5081bf488913d2d2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5081bf488913d2d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f77a759d945ab1dbb70cda7b37bf80191b63b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5081bf488913d2d2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:53.112267+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": 4750.61, "started_at": "2026-05-19T16:19:48.360631+00:00", "ended_at": "2026-05-19T16:19:53.111277+00:00", "prompt_metrics": {"chars": 14697, "bytes_utf8": 14697, "lines": 408, "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\":\"019e4109-4b06-7720-b1e6-b8aba47904c2\"}\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": "2026-05-19T16:19:57.061104+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": 2947.05, "started_at": "2026-05-19T16:19:54.113338+00:00", "ended_at": "2026-05-19T16:19:57.060420+00:00", "prompt_metrics": {"chars": 14697, "bytes_utf8": 14697, "lines": 408, "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\":\"019e4109-6176-7593-bb36-79d932dcb009\"}\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/n7/artifacts/v2q_n7_52cac29738bd4e67/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_52cac29738bd4e67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b73ab4a296aecb6cb0fa9db9da1c4b0634200d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_52cac29738bd4e67/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:06:30.838283+00:00", + "ended_at": "2026-05-19T16:06:38.483572+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_52cac29738bd4e67", + "problem_id": "v2p_n7_02c123a9063ca68b", + "dataset_id": "n7", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 1.", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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 {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "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/n7/artifacts/v2q_n7_52cac29738bd4e67/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_52cac29738bd4e67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c9daf0fdc9fba5359339dca9284811a8b80bfca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_52cac29738bd4e67/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:34.054028+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": 3212.95, "started_at": "2026-05-19T16:06:30.840327+00:00", "ended_at": "2026-05-19T16:06:34.053301+00:00", "prompt_metrics": {"chars": 14517, "bytes_utf8": 14517, "lines": 408, "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\":\"019e40fd-1fb0-72b1-b7ef-fd26a9179171\"}\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": "2026-05-19T16:06:38.483446+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": 3427.02, "started_at": "2026-05-19T16:06:35.055447+00:00", "ended_at": "2026-05-19T16:06:38.482500+00:00", "prompt_metrics": {"chars": 14517, "bytes_utf8": 14517, "lines": 408, "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\":\"019e40fd-302b-73d0-8986-24b5fa2a860d\"}\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/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..967aa215eb989130f2ea3066c849c2fd621f2f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:53.227910+00:00", + "ended_at": "2026-05-19T16:18:57.521726+00:00", + "elapsed_ms": 4293.8, + "returncode": 1, + "prompt_metrics": { + "chars": 14699, + "bytes_utf8": 14699, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eebb210e8ebd5fb7105496b350aafc4b151509e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:58.523254+00:00", + "ended_at": "2026-05-19T16:19:01.473305+00:00", + "elapsed_ms": 2950.02, + "returncode": 1, + "prompt_metrics": { + "chars": 14699, + "bytes_utf8": 14699, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b9d53345a73b8af92d83106758cae95540b09b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_20.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_20", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b9d53345a73b8af92d83106758cae95540b09b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_20.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_20", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4afa7e442817dd8a3559be807cbe274d693e7c7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-73af-7682-9e84-4ca87bd8dd5b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5936fdc6989f5c38fa8975acf188e4e11f8e8a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-73af-7682-9e84-4ca87bd8dd5b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d2dc06d330037ddd461595286513245d77782f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-884e-7b53-819d-74640a3ad7a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b63e5a8ac378df17f3993f0f396c329e1992a38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-884e-7b53-819d-74640a3ad7a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_53f23b3524ebd66e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e8dc24ebfd09bef69f31f53c551765914a0665b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:38.487814+00:00", + "ended_at": "2026-05-19T16:06:41.449190+00:00", + "elapsed_ms": 2961.35, + "returncode": 1, + "prompt_metrics": { + "chars": 14518, + "bytes_utf8": 14518, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b92b374439e4db1fce67e1a22e31fcc9e61b8feb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:42.451446+00:00", + "ended_at": "2026-05-19T16:06:47.090892+00:00", + "elapsed_ms": 4639.41, + "returncode": 1, + "prompt_metrics": { + "chars": 14518, + "bytes_utf8": 14518, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7d455b5f4487175c28cb668dde02d08d18b6457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7d455b5f4487175c28cb668dde02d08d18b6457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead9aa65fa1487990d5f868446743c1a8321df16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3d90-7720-a68f-faf76312e0c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0b07a381e163aa2fb8c886aec6a342de0820da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3d90-7720-a68f-faf76312e0c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e41956bbe9f26ae69d7db96e8aba4c492a9e31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4d1c-7d62-a7ea-c56356a7deb0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..599847001fe5b0fedd56a2abe321dbcd9c0dd9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4d1c-7d62-a7ea-c56356a7deb0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_59364e1e77f5a864/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6490353f22dfd0732c71e21697250789f6f68ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:13.274740+00:00", + "ended_at": "2026-05-19T16:17:16.384461+00:00", + "elapsed_ms": 3109.68, + "returncode": 1, + "prompt_metrics": { + "chars": 15075, + "bytes_utf8": 15075, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eeded359de92bfeca80fa56090e2c9cc35c29eff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:17.386826+00:00", + "ended_at": "2026-05-19T16:17:20.879974+00:00", + "elapsed_ms": 3493.1, + "returncode": 1, + "prompt_metrics": { + "chars": 15075, + "bytes_utf8": 15075, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6395af97107543d3bf8533bbb16d6d099e460a05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_11.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_11", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6395af97107543d3bf8533bbb16d6d099e460a05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_11.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_11", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5595d104dc07e0883ab3cdc4f230f2b78fdf8763 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-edc1-7581-b72a-c95894dd0f67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..255498a80f66fe973dab7983dc6ca3b877889415 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-edc1-7581-b72a-c95894dd0f67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40db6caf3fa9aecb643a502b964ca7dba601b23f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-fdc4-7941-b5e7-078093874c87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b06f1d945666f1dfaf8df01ca9c208ea8f29310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-fdc4-7941-b5e7-078093874c87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_5d9c0f192b13eda3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a5eb50f5480b1c4c1f351c695875dd6243974ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:12.920124+00:00", + "ended_at": "2026-05-19T16:27:16.132823+00:00", + "elapsed_ms": 3212.65, + "returncode": 1, + "prompt_metrics": { + "chars": 14602, + "bytes_utf8": 14602, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2552210cb0dc3583031811dbb26114f1450fba2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:17.135313+00:00", + "ended_at": "2026-05-19T16:27:20.153869+00:00", + "elapsed_ms": 3018.5, + "returncode": 1, + "prompt_metrics": { + "chars": 14602, + "bytes_utf8": 14602, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64d882cf753ff14c85d4e53226607f0570cf75c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_ 1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64d882cf753ff14c85d4e53226607f0570cf75c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_ 1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dadaa51018a2ac7dfddbd33a5bf33a3b1a47e6d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-145a-76e1-8aa6-9f92eeaf8dca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e4e8887b3acbe710b07f2ffe04dac32ea402214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-145a-76e1-8aa6-9f92eeaf8dca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c98fb458f51a942f0276bfcf4e55db652d639c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-2484-7720-bc4e-f8c40df0cc55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..227f8301260b9038076b16ccff6cbe613b33f60a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-2484-7720-bc4e-f8c40df0cc55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_624e801ae99080db/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_640f7025f98957c7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_640f7025f98957c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f49ad2bcd7df39f874726ae13e36efcaa32f57f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_640f7025f98957c7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:11:16.264122+00:00", + "ended_at": "2026-05-19T16:11:23.718343+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_640f7025f98957c7", + "problem_id": "v2p_n7_056fbc18c6b69a3a", + "dataset_id": "n7", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_ 8.", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 8", + "item_col": "MFCCs_ 9", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "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/n7/artifacts/v2q_n7_640f7025f98957c7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_640f7025f98957c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad5570de60ff8c5c7227231563d708f62a9af23a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_640f7025f98957c7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:19.589030+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": 3320.93, "started_at": "2026-05-19T16:11:16.267130+00:00", "ended_at": "2026-05-19T16:11:19.588092+00:00", "prompt_metrics": {"chars": 14932, "bytes_utf8": 14932, "lines": 410, "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\":\"019e4101-7ab0-7f43-94fd-f1ab8afa8c69\"}\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": "2026-05-19T16:11:23.718214+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": 3127.0, "started_at": "2026-05-19T16:11:20.590123+00:00", "ended_at": "2026-05-19T16:11:23.717155+00:00", "prompt_metrics": {"chars": 14932, "bytes_utf8": 14932, "lines": 410, "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\":\"019e4101-8b85-7ee3-b26c-9ed2ec61a5db\"}\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/n7/artifacts/v2q_n7_644319e712d99b03/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c2d330ec72aefc36d83513ad8b67ac2bdb6195c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14521, "bytes_utf8": 14521, "lines": 408, "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": 14521, "bytes_utf8": 14521, "lines": 408, "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": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17122, "cached_input_tokens": 12032, "output_tokens": 259, "reasoning_output_tokens": 154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0cc9a95d1f2fe4a5076a76563174bcaa908e8f52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_644319e712d99b03", + "api_calls": 0, + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 259, + "total_tokens": 17381, + "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": 10938.2, + "sql_execution_elapsed_ms_total": 5.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/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/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..891a34242ca77ef5188740a23bf39aab0a84750a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:17.138836+00:00", + "ended_at": "2026-05-19T16:08:20.231619+00:00", + "elapsed_ms": 3092.76, + "returncode": 1, + "prompt_metrics": { + "chars": 14521, + "bytes_utf8": 14521, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1b0d926439b624dd64aa44e9992347de90647b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:21.233476+00:00", + "ended_at": "2026-05-19T16:08:29.078952+00:00", + "elapsed_ms": 7845.44, + "prompt_metrics": { + "chars": 14521, + "bytes_utf8": 14521, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 259, + "reasoning_output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..232014ca7bf7938172667b73366a2a01993ee145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..232014ca7bf7938172667b73366a2a01993ee145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70826d6edd5cfeed6472ca9bc105e7eb5a3217a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-bef2-78f2-8c14-2b6e3a519075"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..154959a8a0fb007a3b55e52d5418c6cd7f015f06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-bef2-78f2-8c14-2b6e3a519075"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b77c7a35e3920c17c749da8ddae276bf71e6f9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-cee5-7591-9b38-684a9e370321"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Family\\\", SUM(CAST(\\\"MFCCs_ 7\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Family\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"Family\\\" as the grouping column and CAST(\\\"MFCCs_ 7\\\" AS REAL) because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17122,"cached_input_tokens":12032,"output_tokens":259,"reasoning_output_tokens":154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..035f1d187cd0d82090c356ac635554be0bd020ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Family\", SUM(CAST(\"MFCCs_ 7\" AS REAL)) AS \"total_measure\"\nFROM \"n7\"\nGROUP BY \"Family\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped numeric sum template with \"Family\" as the grouping column and CAST(\"MFCCs_ 7\" AS REAL) because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_644319e712d99b03/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e465cf15e97d663b811d92a3db8e6b0b9a610c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:52.405349+00:00", + "ended_at": "2026-05-19T16:15:55.608145+00:00", + "elapsed_ms": 3202.77, + "returncode": 1, + "prompt_metrics": { + "chars": 15081, + "bytes_utf8": 15081, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..287df2a1833d08526fea5b6dd6c57bba7aaf5c30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:56.609822+00:00", + "ended_at": "2026-05-19T16:15:59.450639+00:00", + "elapsed_ms": 2840.79, + "returncode": 1, + "prompt_metrics": { + "chars": 15081, + "bytes_utf8": 15081, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa81f9d835f4fee8f1ecf2c9481397f6b303908d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Species, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.139232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa81f9d835f4fee8f1ecf2c9481397f6b303908d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Species, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.139232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f09884b07ab7feea9c7b8a00b1742cfacdc230d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b150-77d1-baeb-d070344c1002"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f565aadb4cc73ccc0e35226a321d72647866bbad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b150-77d1-baeb-d070344c1002"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..549a2703348d46ccca70a690b21f351aded01ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c1bb-7cb0-803a-35dc5cfa5673"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6512bd5f5e2777f5178c496b9b71406f80a158e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c1bb-7cb0-803a-35dc5cfa5673"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_64d562af53e33505/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b185f9e2eccc4c991c1f07d27e663f8618bfb497 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:13.868767+00:00", + "ended_at": "2026-05-19T16:15:16.946806+00:00", + "elapsed_ms": 3078.0, + "returncode": 1, + "prompt_metrics": { + "chars": 15076, + "bytes_utf8": 15076, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1b26732a595b61cd22bb9e82fd4d093af4be2be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:17.948672+00:00", + "ended_at": "2026-05-19T16:15:20.729231+00:00", + "elapsed_ms": 2780.51, + "returncode": 1, + "prompt_metrics": { + "chars": 15076, + "bytes_utf8": 15076, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b4fa7c8b5d2c4b294736726dcab908a1fbe025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Family, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b4fa7c8b5d2c4b294736726dcab908a1fbe025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Family, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0a524d8caea337fdf9144a1c642431a5147025b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1ac9-7932-8bae-d6d92db15e9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e50ce2f29f37650893fc1a82ddf2d816705cbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1ac9-7932-8bae-d6d92db15e9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10a8f45dc927b926b8300fd030a019bddb649889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2aaa-7310-ac84-a3a3d44e7a2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d841512a14cf46acb7e10ca0b978be30d7d7b14c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2aaa-7310-ac84-a3a3d44e7a2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b8532514b2f49e4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81db916e0e91a8f8aa35a6f60c5c91e209fcb1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:44.255735+00:00", + "ended_at": "2026-05-19T16:09:47.400333+00:00", + "elapsed_ms": 3144.57, + "returncode": 1, + "prompt_metrics": { + "chars": 14932, + "bytes_utf8": 14932, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85682a36c199e0ee5a1bf060da421f24c72da02b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:48.402624+00:00", + "ended_at": "2026-05-19T16:09:51.668478+00:00", + "elapsed_ms": 3265.82, + "returncode": 1, + "prompt_metrics": { + "chars": 14932, + "bytes_utf8": 14932, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..238701a6ee1e0aebaca14bf366bbdcc24a144c3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 2", + "item_col": "MFCCs_ 3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.466566, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..238701a6ee1e0aebaca14bf366bbdcc24a144c3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 2", + "item_col": "MFCCs_ 3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.466566, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33b4378372aff6c50c674ce10cdee9c54fcc6a59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1347-72b3-9eca-a4935f9caeb2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f414f0c9a6e719d3e0c724c11bb9b1f9d5c3ed75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1347-72b3-9eca-a4935f9caeb2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..208610e8940f7d020dfe8fd890ad783ffff794f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2374-7d61-8c5a-cfd0a46fdcbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b04e80209ffe0004a214d5313a82fd9774144b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2374-7d61-8c5a-cfd0a46fdcbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6b9e2499ce699ae8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f5f6b1cb74d3c2d932b6f41e53b516c6d5e8ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n7_6ca4a49173a47602 +-- problem_id: v2p_n7_e2b5e6cd662e99c2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MFCCs_ 5", + COUNT(*) AS support, + AVG("MFCCs_ 1") AS avg_response +FROM "n7" +GROUP BY "MFCCs_ 5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2676595e269f270bb2fb7efe89c6eaa0f957e434 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: n7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n7_6ca4a49173a47602\n-- problem_id: v2p_n7_e2b5e6cd662e99c2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MFCCs_ 5\",\n COUNT(*) AS support,\n AVG(\"MFCCs_ 1\") AS avg_response\nFROM \"n7\"\nGROUP BY \"MFCCs_ 5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: n7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n7_6ca4a49173a47602\\n-- problem_id: v2p_n7_e2b5e6cd662e99c2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MFCCs_ 5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MFCCs_ 1\\\") AS avg_response\\nFROM \\\"n7\\\"\\nGROUP BY \\\"MFCCs_ 5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MFCCs_ 5\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b462ef832905414facc73d1f84a69c5d33d3de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:36.137463+00:00", + "ended_at": "2026-05-19T16:27:36.144185+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_6ca4a49173a47602", + "problem_id": "v2p_n7_e2b5e6cd662e99c2", + "dataset_id": "n7", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=MFCCs_ 1, key_col=MFCCs_ 5.", + "bindings": { + "key_col": "MFCCs_ 5", + "measure_col": "MFCCs_ 1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_6ca4a49173a47602.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6ca4a49173a47602/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50d3df9d755e13602e98146ba141f7d82e0fcc37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:49.780820+00:00", + "ended_at": "2026-05-19T16:26:53.736092+00:00", + "elapsed_ms": 3955.22, + "returncode": 1, + "prompt_metrics": { + "chars": 14601, + "bytes_utf8": 14601, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca54b6c5b5e925f1c0beb220b963c16fc67d7ad1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:54.739504+00:00", + "ended_at": "2026-05-19T16:26:58.087461+00:00", + "elapsed_ms": 3347.88, + "returncode": 1, + "prompt_metrics": { + "chars": 14601, + "bytes_utf8": 14601, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f13d05e9a7df71430b8f5b872d9504ef0c556d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Species, measure_col=RecordID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Species", + "measure_col": "RecordID", + "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": 37.0, + "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/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f13d05e9a7df71430b8f5b872d9504ef0c556d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Species, measure_col=RecordID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Species", + "measure_col": "RecordID", + "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": 37.0, + "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/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97e5d85a0d74b5e0d91b176bc955b7af54d7c1f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-b998-7ca2-8204-ac6c4f419abe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..017897a830da89986486171c763d933103c7a7c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-b998-7ca2-8204-ac6c4f419abe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfa705e2277defea25ce1c6f65e703f81e5dc74e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-cd08-7443-bfb4-37acee209a01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb3c56643103c600813428e2dea0f423ee243a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-cd08-7443-bfb4-37acee209a01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6dde57786b5b756b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e12d0fc5da94a4647fe8cbf6b284ca17e77ac01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:06.061372+00:00", + "ended_at": "2026-05-19T16:15:09.569048+00:00", + "elapsed_ms": 3507.65, + "returncode": 1, + "prompt_metrics": { + "chars": 14696, + "bytes_utf8": 14696, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0200fabbfaf6218d33d130dc83927ba48e40320b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:10.571533+00:00", + "ended_at": "2026-05-19T16:15:13.861581+00:00", + "elapsed_ms": 3289.99, + "returncode": 1, + "prompt_metrics": { + "chars": 14696, + "bytes_utf8": 14696, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13cbd447f99c9e5781c81f749e389c866742567e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_22.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_22", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.194819, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13cbd447f99c9e5781c81f749e389c866742567e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_22.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_22", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.194819, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..207b945a42d452fb8b4dae664f8bf7facd1d73d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fc5f-7721-824e-69f4e20689e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06a2e2237feedb8f1486b352e12e02dc54ecbfa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fc5f-7721-824e-69f4e20689e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f6c8eec91de85148fea77fbd5c1e03b824f9bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0df1-7700-8759-f415b8d1fd71"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..83e8043d590f2541f31550dca6e933602cbc17b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0df1-7700-8759-f415b8d1fd71"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f233284f908a8a1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d31b442880123332f7217fcfab2c47e3bf942896 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:40.968391+00:00", + "ended_at": "2026-05-19T16:19:44.405151+00:00", + "elapsed_ms": 3436.73, + "returncode": 1, + "prompt_metrics": { + "chars": 14693, + "bytes_utf8": 14693, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9a2092cfda6e04c359e731464b5400a64998153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:45.407209+00:00", + "ended_at": "2026-05-19T16:19:48.356418+00:00", + "elapsed_ms": 2949.17, + "returncode": 1, + "prompt_metrics": { + "chars": 14693, + "bytes_utf8": 14693, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f52eb18cc6774b49ea5962a9ca429ce8fd3d9724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=RecordID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "RecordID", + "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": 37.0, + "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/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f52eb18cc6774b49ea5962a9ca429ce8fd3d9724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=RecordID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "RecordID", + "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": 37.0, + "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/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcaa5fb0dd32158941d5ec2f6c1867ccdba705fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2e53-7941-b7e5-f0209993bd1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11acc274fd6461e62392e974cbe5986af366681c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2e53-7941-b7e5-f0209993bd1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab44750be56162a02c0ee534c283902eb3ffa115 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3fa7-7e92-9a4a-75d5aaa80f72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c156b90e9e80d918cf1d0b5efd4083064de55247 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3fa7-7e92-9a4a-75d5aaa80f72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_6f69bb780cae64d4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7283c3c7bd590b86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7283c3c7bd590b86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14ac25cb046510bbb95f3464f54062950a5f7092 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7283c3c7bd590b86/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:22:03.303451+00:00", + "ended_at": "2026-05-19T16:22:11.752674+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_7283c3c7bd590b86", + "problem_id": "v2p_n7_8ffbee6874446cbd", + "dataset_id": "n7", + "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": "within_group_proportion", + "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 within_group_proportion. Focus on group_col=Family, condition_col=Family.", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "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/n7/artifacts/v2q_n7_7283c3c7bd590b86/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7283c3c7bd590b86/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c72d1a3a7181ddf3469d02ef3e0b1be43b5ae04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7283c3c7bd590b86/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:06.287850+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": 2980.66, "started_at": "2026-05-19T16:22:03.306379+00:00", "ended_at": "2026-05-19T16:22:06.287065+00:00", "prompt_metrics": {"chars": 14802, "bytes_utf8": 14802, "lines": 411, "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\":\"019e410b-5a43-7703-b0bc-ef46bc77df37\"}\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": "2026-05-19T16:22:11.752560+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": 4461.82, "started_at": "2026-05-19T16:22:07.289612+00:00", "ended_at": "2026-05-19T16:22:11.751485+00:00", "prompt_metrics": {"chars": 14802, "bytes_utf8": 14802, "lines": 411, "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\":\"019e410b-69e5-7920-a48c-4f5986d19b03\"}\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/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..458398c0b51299205602ecf44ab4065ba0e784a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:57.226387+00:00", + "ended_at": "2026-05-19T16:23:00.729364+00:00", + "elapsed_ms": 3502.94, + "returncode": 1, + "prompt_metrics": { + "chars": 14463, + "bytes_utf8": 14463, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5fbc49dea1a155eb82661db9338ed851e960ee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:01.731863+00:00", + "ended_at": "2026-05-19T16:23:05.488283+00:00", + "elapsed_ms": 3756.36, + "returncode": 1, + "prompt_metrics": { + "chars": 14463, + "bytes_utf8": 14463, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc3462cadae49d61652612366b5a959494fef177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_21.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_21", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.089619, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc3462cadae49d61652612366b5a959494fef177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_21.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_21", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.089619, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2642f2d5cc2f8fea84ee813c7273790597e488c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-2d2f-7681-beec-36930e87b50e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb2c75bd03cb56802c80992bf246e4d2627a408 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-2d2f-7681-beec-36930e87b50e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0b1cc8b526ba88bf71054b210df8891974f650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3ebd-7de2-a925-61b7ecb3606d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5298594a2f8e67422789293fb0c4795378d58bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3ebd-7de2-a925-61b7ecb3606d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_76519b33692706b3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5a4b9b1e91624ec3f5e766bba7655de10a0ef2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:47.861681+00:00", + "ended_at": "2026-05-19T16:17:52.305124+00:00", + "elapsed_ms": 4443.4, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4196b357484e9d724035de19b1a3b3bd0bc2c17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:53.307693+00:00", + "ended_at": "2026-05-19T16:17:57.917546+00:00", + "elapsed_ms": 4609.8, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0c96c3b4e4e57de64460ebd6f5594de0384ae58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_16.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_16", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.107046, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0c96c3b4e4e57de64460ebd6f5594de0384ae58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_16.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_16", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.107046, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf6148a0b61be6fc1111e350bd6ed378795255e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-74d7-7452-a214-d1526d4c020d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df8658c66be6158667ebcc861b96649e92b1ceac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-74d7-7452-a214-d1526d4c020d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..173a8639a49640f895f4a449e9d103102a6cfbe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-89f7-7592-9f22-1a6a0786f097"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cdca70a841421efa6560eed963649503ea871be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-89f7-7592-9f22-1a6a0786f097"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_77b6376d72b36966/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_787f3c67080d3661/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_787f3c67080d3661/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffd5e3da3de442afcb2929abd6faf1fb63de7c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_787f3c67080d3661/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:13:03.860383+00:00", + "ended_at": "2026-05-19T16:13:11.052489+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_787f3c67080d3661", + "problem_id": "v2p_n7_5e80675d5061af83", + "dataset_id": "n7", + "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=Family, condition_col=Family.", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "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/n7/artifacts/v2q_n7_787f3c67080d3661/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_787f3c67080d3661/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b24fd37dc93898539cc6e205496c70efd98b2a61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_787f3c67080d3661/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:06.856909+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": 2993.2, "started_at": "2026-05-19T16:13:03.862933+00:00", "ended_at": "2026-05-19T16:13:06.856156+00:00", "prompt_metrics": {"chars": 15358, "bytes_utf8": 15358, "lines": 411, "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\":\"019e4103-1eff-7a21-af7e-f0d86478568e\"}\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": "2026-05-19T16:13:11.052400+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": 3193.46, "started_at": "2026-05-19T16:13:07.858108+00:00", "ended_at": "2026-05-19T16:13:11.051599+00:00", "prompt_metrics": {"chars": 15358, "bytes_utf8": 15358, "lines": 411, "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\":\"019e4103-2e9b-7880-80ea-55d2af01c5b9\"}\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/n7/artifacts/v2q_n7_7e155c310c31bc6e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7e155c310c31bc6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae62267c024751b28294e16f4b2839ad3ecd8579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7e155c310c31bc6e/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:13:34.201451+00:00", + "ended_at": "2026-05-19T16:13:45.906583+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_7e155c310c31bc6e", + "problem_id": "v2p_n7_c9cda7306addfb77", + "dataset_id": "n7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Family, group_col_2=Genus.", + "bindings": { + "group_col": "Family", + "group_col_2": "Genus", + "predicate_col": "RecordID", + "predicate_op": ">=", + "predicate_value": 37.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "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/n7/artifacts/v2q_n7_7e155c310c31bc6e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7e155c310c31bc6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..433fa55a1d19c8e8d6894b13172464ec455e740f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7e155c310c31bc6e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:37.537565+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": 3331.75, "started_at": "2026-05-19T16:13:34.204604+00:00", "ended_at": "2026-05-19T16:13:37.536386+00:00", "prompt_metrics": {"chars": 14826, "bytes_utf8": 14826, "lines": 412, "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\":\"019e4103-9567-7431-81c9-caf56dfde75d\"}\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": "2026-05-19T16:13:45.906493+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": 7366.98, "started_at": "2026-05-19T16:13:38.538708+00:00", "ended_at": "2026-05-19T16:13:45.905721+00:00", "prompt_metrics": {"chars": 14826, "bytes_utf8": 14826, "lines": 412, "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\":\"019e4103-a65e-76e1-be46-c0b9da78a4bd\"}\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/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..244c819c68d54a329f6c5394965ea8b82be53a22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:30.044772+00:00", + "ended_at": "2026-05-19T16:23:33.135829+00:00", + "elapsed_ms": 3091.02, + "returncode": 1, + "prompt_metrics": { + "chars": 14511, + "bytes_utf8": 14511, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb0e7beb704e15c379088174fbe5f2a23ad741b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:34.139187+00:00", + "ended_at": "2026-05-19T16:23:40.942372+00:00", + "elapsed_ms": 6803.11, + "returncode": 1, + "prompt_metrics": { + "chars": 14511, + "bytes_utf8": 14511, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23db6111b6e426ff0b00bc787a4a382cf652de26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Family.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Family", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23db6111b6e426ff0b00bc787a4a382cf652de26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Family.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Family", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0af33476f71e170855a8777b01ca0d8cb50da423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-ad69-7f63-9d0c-a3ccac723be0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b0a63d4384d0eb0a684ae28f41cd44f86908a55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-ad69-7f63-9d0c-a3ccac723be0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b078bed3fe5f2a0b241eb9d6f6dd200de0a639cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-bd6c-77e0-a03b-114b04e8227b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f34947ac175b51d688e60a43e86784b51a3821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-bd6c-77e0-a03b-114b04e8227b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7f220f5e1a272364/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7fd4dbb27e88f64a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7fd4dbb27e88f64a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7a64cbed1aae395cdafdfec66b4c07e0b6a0013 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7fd4dbb27e88f64a/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:11:31.693757+00:00", + "ended_at": "2026-05-19T16:11:40.547788+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_7fd4dbb27e88f64a", + "problem_id": "v2p_n7_746b87b04f699bd4", + "dataset_id": "n7", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 9.", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 9", + "item_col": "MFCCs_10", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.265395, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "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/n7/artifacts/v2q_n7_7fd4dbb27e88f64a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7fd4dbb27e88f64a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ddadd921f5dd3986ff1b00835eaf431930bc01e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_7fd4dbb27e88f64a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:36.347216+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": 4649.03, "started_at": "2026-05-19T16:11:31.697270+00:00", "ended_at": "2026-05-19T16:11:36.346331+00:00", "prompt_metrics": {"chars": 14925, "bytes_utf8": 14925, "lines": 410, "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-b76b-7a52-b8ff-e9a13919dc0b\"}\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": "2026-05-19T16:11:40.547700+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": 3197.39, "started_at": "2026-05-19T16:11:37.349474+00:00", "ended_at": "2026-05-19T16:11:40.546903+00:00", "prompt_metrics": {"chars": 14925, "bytes_utf8": 14925, "lines": 410, "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-cd58-75a2-b0be-20156bf2c45f\"}\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/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f05142a55c3df511c7d3585d8b62395062eeffc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:29.089639+00:00", + "ended_at": "2026-05-19T16:08:31.874022+00:00", + "elapsed_ms": 2784.33, + "returncode": 1, + "prompt_metrics": { + "chars": 14523, + "bytes_utf8": 14523, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f413366255198eca02b15a7480e66dc81fc54f2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:32.875746+00:00", + "ended_at": "2026-05-19T16:08:36.053862+00:00", + "elapsed_ms": 3178.08, + "returncode": 1, + "prompt_metrics": { + "chars": 14523, + "bytes_utf8": 14523, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52141972d629e3c16dc2a4cb9ea1aa3345e6e3c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.038581, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52141972d629e3c16dc2a4cb9ea1aa3345e6e3c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.038581, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db7df5a02d2430f5949aee4f7a81cb4f3c181ee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ed98-7821-8943-1350b1527485"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3067f701c511803510460f57495b8ca54d899886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ed98-7821-8943-1350b1527485"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5500e3da1cc7b25fc5749a8db7fe56c94df1be2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fc58-75c0-a2cf-1c99593bdeb3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b4e16fa46f2107372aaa863856ba317c0f6aac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fc58-75c0-a2cf-1c99593bdeb3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_81be0ae1584dd5f5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42c0932c26f5db79f27ec012a077c0489d2e914a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:11.757889+00:00", + "ended_at": "2026-05-19T16:22:14.981292+00:00", + "elapsed_ms": 3223.36, + "returncode": 1, + "prompt_metrics": { + "chars": 14791, + "bytes_utf8": 14791, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d250fa933de75ae618087cc8c6f3b09dc8c9f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:15.983621+00:00", + "ended_at": "2026-05-19T16:22:24.391373+00:00", + "elapsed_ms": 8407.7, + "returncode": 1, + "prompt_metrics": { + "chars": 14791, + "bytes_utf8": 14791, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..139aa17beb0d887c30c85738a94908ac08364016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..139aa17beb0d887c30c85738a94908ac08364016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..597f8bfa0d4170445be96f65201e5f4385db26d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7b9f-7772-b22a-e65e755db309"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3ea31487af71938053f3d99233587c9785f0bd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7b9f-7772-b22a-e65e755db309"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2a047f7c26379d10a229304dd9368cd06ec2101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8c1d-7ed1-b413-fe7a171081d9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4210a5372bb5e6e4c15c291fd3ef645447a6397e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8c1d-7ed1-b413-fe7a171081d9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8517829eccd7080d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b87929f609bbc55f8742fdba2f20968643744568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:58.187001+00:00", + "ended_at": "2026-05-19T16:15:01.382357+00:00", + "elapsed_ms": 3195.33, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ada5783e8683a59942fd8300ceaf2afcfa64697c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:02.384190+00:00", + "ended_at": "2026-05-19T16:15:06.057290+00:00", + "elapsed_ms": 3673.07, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..706eb2b50e0d5eae9d555be14885ef8bfe4c4c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_21.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_21", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.089619, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..706eb2b50e0d5eae9d555be14885ef8bfe4c4c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_21.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_21", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.089619, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fadf3989ba0ba806a4549dfa61978a07a6b6a5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-dd90-76b1-b49a-44d59bc032cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d06aeb3985959302c877f063cbd2d9660b2b5d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-dd90-76b1-b49a-44d59bc032cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8533676fecc017c121e2b39ab63f3b5b9fa7453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-edf8-7252-a47e-5a3629e22ba2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e82bae60afa410c9f16cecfc0d4c585773301a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-edf8-7252-a47e-5a3629e22ba2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8ae2b285ec2175c0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8c02ed874bdbc2f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8c02ed874bdbc2f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c889df0eae4143efc0a81b5479d65aa83402dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8c02ed874bdbc2f1/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:24:56.636131+00:00", + "ended_at": "2026-05-19T16:25:06.962588+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_8c02ed874bdbc2f1", + "problem_id": "v2p_n7_5578da7a29615a72", + "dataset_id": "n7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Species.", + "bindings": { + "group_col": "Species", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "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/n7/artifacts/v2q_n7_8c02ed874bdbc2f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8c02ed874bdbc2f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..beeda94c7e47642840fa8690171b08e7a74bd01c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8c02ed874bdbc2f1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:02.438843+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": 5796.84, "started_at": "2026-05-19T16:24:56.640828+00:00", "ended_at": "2026-05-19T16:25:02.437713+00:00", "prompt_metrics": {"chars": 14513, "bytes_utf8": 14513, "lines": 406, "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-ffb6-7442-be9a-bbef9c7c938b\"}\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": "2026-05-19T16:25:06.962467+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": 3519.64, "started_at": "2026-05-19T16:25:03.440783+00:00", "ended_at": "2026-05-19T16:25:06.960487+00:00", "prompt_metrics": {"chars": 14513, "bytes_utf8": 14513, "lines": 406, "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\":\"019e410e-1a4a-7081-baad-d66886f36c5f\"}\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/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..933a444518e80b735038901cada6184bc3bfa84c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:57.064386+00:00", + "ended_at": "2026-05-19T16:19:59.943463+00:00", + "elapsed_ms": 2879.05, + "returncode": 1, + "prompt_metrics": { + "chars": 14698, + "bytes_utf8": 14698, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92bbe4e7654b0144574351c04c2aa7135f252be2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:00.945985+00:00", + "ended_at": "2026-05-19T16:20:06.122187+00:00", + "elapsed_ms": 5176.14, + "returncode": 1, + "prompt_metrics": { + "chars": 14698, + "bytes_utf8": 14698, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c48755c24bb4d43bab6e8ef25cb443b473a2905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_ 1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c48755c24bb4d43bab6e8ef25cb443b473a2905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_ 1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47294dedd835ebfa12a64f285f5de5ac90b7f355 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6d30-7530-8337-c0719189e306"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa038a4243a7af86432f71cf133db076e5f21b7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6d30-7530-8337-c0719189e306"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73d72b6a140f3e246ab1c2800fdfc2fd03efc7ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7c50-7252-b018-67a35278026f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a93b6ce47a74c37352b5b9039967963bc97c59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7c50-7252-b018-67a35278026f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_8d49e760e5a3c5aa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_910cfb187934ed78/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_910cfb187934ed78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33de854e98a7ce2a86439820055c575211031fd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_910cfb187934ed78/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:26:10.663560+00:00", + "ended_at": "2026-05-19T16:26:19.180420+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_910cfb187934ed78", + "problem_id": "v2p_n7_18b11dd0496dc7dc", + "dataset_id": "n7", + "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": "ranked_signal_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 ranked_signal_view. Focus on group_col=Species, measure_col=MFCCs_20.", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_20", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.018404, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "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/n7/artifacts/v2q_n7_910cfb187934ed78/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_910cfb187934ed78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b730cef1d093d86e29bb0d4aa41811f7f15522b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_910cfb187934ed78/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:14.664930+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": 3995.45, "started_at": "2026-05-19T16:26:10.668414+00:00", "ended_at": "2026-05-19T16:26:14.663912+00:00", "prompt_metrics": {"chars": 14610, "bytes_utf8": 14610, "lines": 408, "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\":\"019e410f-2114-7853-a52c-aeda9430bf18\"}\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": "2026-05-19T16:26:19.180318+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": 3512.29, "started_at": "2026-05-19T16:26:15.667154+00:00", "ended_at": "2026-05-19T16:26:19.179498+00:00", "prompt_metrics": {"chars": 14610, "bytes_utf8": 14610, "lines": 408, "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\":\"019e410f-3495-75a3-9093-0fbb73c59cd6\"}\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/n7/artifacts/v2q_n7_91388524dce4de47/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_91388524dce4de47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4a272ecaf61ca86a1e7a83db5a1645907f6136f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_91388524dce4de47/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:17:20.882405+00:00", + "ended_at": "2026-05-19T16:17:32.605768+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_91388524dce4de47", + "problem_id": "v2p_n7_72974e9c5cf97046", + "dataset_id": "n7", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Genus, measure_col=MFCCs_11.", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_11", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.044835, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": "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;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "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/n7/artifacts/v2q_n7_91388524dce4de47/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_91388524dce4de47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..982767aeef7be11d529fce01ca2307b04bf53cee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_91388524dce4de47/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:28.148799+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": 7260.39, "started_at": "2026-05-19T16:17:20.887306+00:00", "ended_at": "2026-05-19T16:17:28.147738+00:00", "prompt_metrics": {"chars": 15077, "bytes_utf8": 15077, "lines": 408, "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\":\"019e4107-0b53-7b53-a191-5f6a4d6327f0\"}\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": "2026-05-19T16:17:32.605658+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": 3454.55, "started_at": "2026-05-19T16:17:29.150127+00:00", "ended_at": "2026-05-19T16:17:32.604721+00:00", "prompt_metrics": {"chars": 15077, "bytes_utf8": 15077, "lines": 408, "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\":\"019e4107-2ba3-7832-9474-dcfa353bb85e\"}\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/n7/artifacts/v2q_n7_9646f796863ac59f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9646f796863ac59f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39e284a658288ff41a759a55eda4d0966264157a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9646f796863ac59f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:24:46.804046+00:00", + "ended_at": "2026-05-19T16:24:56.635608+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_9646f796863ac59f", + "problem_id": "v2p_n7_b016d57610648ef1", + "dataset_id": "n7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Genus.", + "bindings": { + "group_col": "Genus", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "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/n7/artifacts/v2q_n7_9646f796863ac59f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9646f796863ac59f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a47522cff583f35164412f19c0eaf3466e8cd6e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9646f796863ac59f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:49.881748+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": 3071.58, "started_at": "2026-05-19T16:24:46.809038+00:00", "ended_at": "2026-05-19T16:24:49.880666+00:00", "prompt_metrics": {"chars": 14511, "bytes_utf8": 14511, "lines": 406, "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-d948-7612-a624-586a8b2c2943\"}\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": "2026-05-19T16:24:56.635470+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": 5747.55, "started_at": "2026-05-19T16:24:50.883327+00:00", "ended_at": "2026-05-19T16:24:56.630950+00:00", "prompt_metrics": {"chars": 14511, "bytes_utf8": 14511, "lines": 406, "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-e940-7660-a4a5-7acc1dc75820\"}\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/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33681ae8d3097f977b862542a2943a7a21663466 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:09.982845+00:00", + "ended_at": "2026-05-19T16:12:13.236590+00:00", + "elapsed_ms": 3253.72, + "returncode": 1, + "prompt_metrics": { + "chars": 14935, + "bytes_utf8": 14935, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ca9e426593b621435b27487c9b07f9520154abe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:14.239446+00:00", + "ended_at": "2026-05-19T16:12:17.133393+00:00", + "elapsed_ms": 2893.9, + "returncode": 1, + "prompt_metrics": { + "chars": 14935, + "bytes_utf8": 14935, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cccfddc537f55aad3ca1c85dd7d5efcbf4c8fbe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_11.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_11", + "item_col": "MFCCs_12", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.044835, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cccfddc537f55aad3ca1c85dd7d5efcbf4c8fbe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_11.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_11", + "item_col": "MFCCs_12", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.044835, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a043c35dc49bfe49bcff94ca09c518a21dbf268 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4c84-7862-9977-5b9f48722df2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79d5bb03d42ad38bc3a6c4bc51ba8b2f4054c168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4c84-7862-9977-5b9f48722df2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8513528f682f00b9b4911332d01833f3e686c63f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5d30-75c3-8a9b-5de35f79dd68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f5e44a7c693cdfbd263adc7425b6b7486a930e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5d30-75c3-8a9b-5de35f79dd68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_97363971fe5357be/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fac1e8c0f13770d3526e457e15c145fb307fa5d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:37.014643+00:00", + "ended_at": "2026-05-19T16:24:42.402353+00:00", + "elapsed_ms": 5387.67, + "returncode": 1, + "prompt_metrics": { + "chars": 14509, + "bytes_utf8": 14509, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91991fb7f12d6bb2c1773c38e745fcdcccb67c62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:43.404534+00:00", + "ended_at": "2026-05-19T16:24:46.801877+00:00", + "elapsed_ms": 3397.29, + "returncode": 1, + "prompt_metrics": { + "chars": 14509, + "bytes_utf8": 14509, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0729d2a6b2b6a6a2b774cd03893d76004c4fad86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Genus.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Genus", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0729d2a6b2b6a6a2b774cd03893d76004c4fad86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Genus.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Genus", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..003318e0466a3c788a643bc5900e3216a6b21775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b2ff-7f10-8629-f65d5f8b5647"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6813357cbd1c589ad22e83cca0585ba90eab925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b2ff-7f10-8629-f65d5f8b5647"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8273ff5acb5352f374360c860b82d12cbc76eb57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-cc2c-7d50-ada7-01a480288c31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e31df5d288233b5f29567668628085fa2ea70f39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-cc2c-7d50-ada7-01a480288c31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_983110fb07f2171c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4106b6f1747682a7e245d49545f3b2613798667a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:33.601199+00:00", + "ended_at": "2026-05-19T16:19:36.807089+00:00", + "elapsed_ms": 3205.86, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9afb0fea8b03d2a107d22f1ab5713e86e33390ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:37.809498+00:00", + "ended_at": "2026-05-19T16:19:40.964058+00:00", + "elapsed_ms": 3154.52, + "returncode": 1, + "prompt_metrics": { + "chars": 14701, + "bytes_utf8": 14701, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b26dc92a49ac642b7701738197e154017e4ce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_22.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_22", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.173511, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b26dc92a49ac642b7701738197e154017e4ce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_22.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_22", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.173511, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da92ac8d94dfccaff4f069de00cea3c2c85cf6ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-1175-7020-8111-da27d2399402"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58753adec04e492069feb4f0aee776fc373e35ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-1175-7020-8111-da27d2399402"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..472f008083b0978502f2fa030f6776e984cb96ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-21d6-71a2-8276-4599e0d7d328"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59abb4158e0d01e7f30ad9889d8825d7ce8168fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-21d6-71a2-8276-4599e0d7d328"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_984887d9f993e7b0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d4a476e697d969c20d06e7efb31716afcf20ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n7_9b93d2abe380aaeb +-- problem_id: v2p_n7_2637bc2843bb4354 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MFCCs_19", + COUNT(*) AS support, + AVG("MFCCs_ 2") AS avg_response +FROM "n7" +GROUP BY "MFCCs_19" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3c9e0099eee3ac1944107bb2e8e2bf50e50b612 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: n7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n7_9b93d2abe380aaeb\n-- problem_id: v2p_n7_2637bc2843bb4354\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MFCCs_19\",\n COUNT(*) AS support,\n AVG(\"MFCCs_ 2\") AS avg_response\nFROM \"n7\"\nGROUP BY \"MFCCs_19\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: n7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n7_9b93d2abe380aaeb\\n-- problem_id: v2p_n7_2637bc2843bb4354\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MFCCs_19\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MFCCs_ 2\\\") AS avg_response\\nFROM \\\"n7\\\"\\nGROUP BY \\\"MFCCs_19\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MFCCs_19\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20b653545382a801582d36876e6e230351da1b9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:36.221043+00:00", + "ended_at": "2026-05-19T16:27:36.230078+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_9b93d2abe380aaeb", + "problem_id": "v2p_n7_2637bc2843bb4354", + "dataset_id": "n7", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=MFCCs_ 2, key_col=MFCCs_19.", + "bindings": { + "key_col": "MFCCs_19", + "measure_col": "MFCCs_ 2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_9b93d2abe380aaeb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9b93d2abe380aaeb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd99de67c456ebaa3b3b81b3211e4a34d3757ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:36.057910+00:00", + "ended_at": "2026-05-19T16:08:39.174194+00:00", + "elapsed_ms": 3116.25, + "returncode": 1, + "prompt_metrics": { + "chars": 14519, + "bytes_utf8": 14519, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c352c2a1440262d9644a665863e0adb48d2b206a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:40.176408+00:00", + "ended_at": "2026-05-19T16:08:43.184022+00:00", + "elapsed_ms": 3007.54, + "returncode": 1, + "prompt_metrics": { + "chars": 14519, + "bytes_utf8": 14519, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c773b9e797086659287e8a40c61dd2257c211a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c773b9e797086659287e8a40c61dd2257c211a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..325cd91d5ac27cdd0e41e238cc85ec4c0168859a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-08d0-7323-9f7c-cab9d84424e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd07eae34b21d519e25300b20a15a94ec1fdb4df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-08d0-7323-9f7c-cab9d84424e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f09d15e15e2299606c170aa45d27c6be471c2032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-18dd-7593-b144-4c0e6e4bdfa8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f229424a0113c2e72f6cc4a7618d0fba468f56dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-18dd-7593-b144-4c0e6e4bdfa8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_9dadbda88c053dea/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6e72fcb720b7f47787acc7fdd17349cfb14ea25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:35.166455+00:00", + "ended_at": "2026-05-19T16:10:38.475220+00:00", + "elapsed_ms": 3308.74, + "returncode": 1, + "prompt_metrics": { + "chars": 14934, + "bytes_utf8": 14934, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17cfdece4b11b6744ab999e1c4358d2981fdbc33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:39.476699+00:00", + "ended_at": "2026-05-19T16:10:42.497720+00:00", + "elapsed_ms": 3020.99, + "returncode": 1, + "prompt_metrics": { + "chars": 14934, + "bytes_utf8": 14934, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dd9781c224e82c294a25c052fcdfe0d0bbd9169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 5", + "item_col": "MFCCs_ 6", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.199066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dd9781c224e82c294a25c052fcdfe0d0bbd9169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Family, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 5", + "item_col": "MFCCs_ 6", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.199066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a72f646695cdbb407071d1558a0e92f0d9c22407 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-da1d-7a02-a0d3-64f025ba750c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..406ab50336b3f6dfd33d76a2bb53e6c3c4e5b174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-da1d-7a02-a0d3-64f025ba750c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07aaf1621923d6d60046d61a4a2120d234d3585e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-eb52-7c82-9c9a-809a2ffb53e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1cc6200a7ef9af95d5d998de9f9762897acc4fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-eb52-7c82-9c9a-809a2ffb53e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a2df1b670b3ac62c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a51d1f185aa48e21/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a51d1f185aa48e21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4faa9b8a895b023b864d6bf971e2e792f79b9905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a51d1f185aa48e21/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:25:14.454834+00:00", + "ended_at": "2026-05-19T16:25:22.683919+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_a51d1f185aa48e21", + "problem_id": "v2p_n7_2011432df31fd804", + "dataset_id": "n7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Family.", + "bindings": { + "group_col": "Family", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.132432, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "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/n7/artifacts/v2q_n7_a51d1f185aa48e21/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a51d1f185aa48e21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8695cbdf8d8d004423f47af5dcb43ec94cc5478a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a51d1f185aa48e21/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:17.983319+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": 3522.16, "started_at": "2026-05-19T16:25:14.459729+00:00", "ended_at": "2026-05-19T16:25:17.981936+00:00", "prompt_metrics": {"chars": 14511, "bytes_utf8": 14511, "lines": 406, "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\":\"019e410e-4570-7093-ab90-4ae87bffc347\"}\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": "2026-05-19T16:25:22.683776+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": 3697.47, "started_at": "2026-05-19T16:25:18.984936+00:00", "ended_at": "2026-05-19T16:25:22.682471+00:00", "prompt_metrics": {"chars": 14511, "bytes_utf8": 14511, "lines": 406, "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\":\"019e410e-56f8-7aa1-bb6e-18a79de3cf6c\"}\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/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b79cd0d68b613d2a4206c16d8d4035e6e6fbc2f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:17.137604+00:00", + "ended_at": "2026-05-19T16:12:20.039067+00:00", + "elapsed_ms": 2901.44, + "returncode": 1, + "prompt_metrics": { + "chars": 15358, + "bytes_utf8": 15358, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a8a12c98dfb745c8a757ad298636ec66e2f86fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:21.041161+00:00", + "ended_at": "2026-05-19T16:12:25.806744+00:00", + "elapsed_ms": 4765.54, + "returncode": 1, + "prompt_metrics": { + "chars": 15358, + "bytes_utf8": 15358, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cca2dd7b74fd25b1fb91f85517b52db3a1525f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Family, condition_col=Family.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039157, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cca2dd7b74fd25b1fb91f85517b52db3a1525f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Family, condition_col=Family.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Leptodactylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039157, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eba26fb8b840ea5964ca87e144e8846596911645 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-686a-73b2-93c3-ed32b0a4818d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed63101aecb02e1077a7ce96e46a8cd7b2c7e4e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-686a-73b2-93c3-ed32b0a4818d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..960c48c7ab1b2ecaff2be1b6c79ae8094785ee7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-77b5-75c3-bdfa-2ea047879752"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b066029c308ca40e9d9ee1d255f7d8226ee54c10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-77b5-75c3-bdfa-2ea047879752"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a897342a5bc23750/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be246f97e7922f654d7de874ee6c16af27b917d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:49.612896+00:00", + "ended_at": "2026-05-19T16:22:53.044638+00:00", + "elapsed_ms": 3431.69, + "returncode": 1, + "prompt_metrics": { + "chars": 14462, + "bytes_utf8": 14462, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa42d85d25a1d5d2ab09aa5f300f76e28d6eff9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:54.048027+00:00", + "ended_at": "2026-05-19T16:22:57.218624+00:00", + "elapsed_ms": 3170.54, + "returncode": 1, + "prompt_metrics": { + "chars": 14462, + "bytes_utf8": 14462, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55eab0459aaace539aac5e9e7f8b8c8d72626a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_20.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_20", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..55eab0459aaace539aac5e9e7f8b8c8d72626a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_20.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_20", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5d5605eba92c02ac8c85a7d0491c920a409b07e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-0f66-7010-bf4c-4a38e83d2fdb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5749c90f70d6aa6f8a61e796f28523c312594e4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-0f66-7010-bf4c-4a38e83d2fdb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4510f0d79482f36f9f70badae9f897bd5d6439d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-20cd-79e3-8954-25694c32eb0d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede2b61550a7877128fd18872ec5919da1b6768b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-20cd-79e3-8954-25694c32eb0d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_a98045b42114118a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..578bd5228fa0b5762a7e9e3193b4b13d6f4674d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:54.884509+00:00", + "ended_at": "2026-05-19T16:21:58.680382+00:00", + "elapsed_ms": 3795.85, + "returncode": 1, + "prompt_metrics": { + "chars": 14785, + "bytes_utf8": 14785, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20b99ccc061585e56f8130813d203539d387f2c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:59.683236+00:00", + "ended_at": "2026-05-19T16:22:03.302138+00:00", + "elapsed_ms": 3618.86, + "returncode": 1, + "prompt_metrics": { + "chars": 14785, + "bytes_utf8": 14785, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9964eb0828e4c9899346b73c8d89a83070ab43b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Species, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Genus", + "condition_value": "Hypsiboas", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9964eb0828e4c9899346b73c8d89a83070ab43b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Species, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Genus", + "condition_value": "Hypsiboas", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e18cad7a0c72f01972f2382fc52548c5f92bd65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-396d-7f03-8251-fd82e88756eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce53c099109ccbab70834ea773cc151f8d83b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-396d-7f03-8251-fd82e88756eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cd5f9e451759ab5717d8c958cd119b4ae49b0dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-4c13-77c3-9b1b-8fccf7fb7aa3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d467f9cf4304fc29d4c4bdbd404cc68e30f71a01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-4c13-77c3-9b1b-8fccf7fb7aa3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_aa26f905796b4287/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aea7dd8511ad28fa95d7eb773c3409e3084eda26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:27.874844+00:00", + "ended_at": "2026-05-19T16:10:30.776425+00:00", + "elapsed_ms": 2901.56, + "returncode": 1, + "prompt_metrics": { + "chars": 14927, + "bytes_utf8": 14927, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8311090cc891888d102d52c4c3ea9136acda983b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:31.778218+00:00", + "ended_at": "2026-05-19T16:10:35.162441+00:00", + "elapsed_ms": 3384.2, + "returncode": 1, + "prompt_metrics": { + "chars": 14927, + "bytes_utf8": 14927, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03a6c776c17d43593d4251d06187fc7b88680e9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 5", + "item_col": "MFCCs_ 6", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03a6c776c17d43593d4251d06187fc7b88680e9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 5", + "item_col": "MFCCs_ 6", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55bed45730461698405a3ddfa897a56693215c96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bda4-7f40-9b73-827cd7f121b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af85488e87fa513ac2ee2479273ec680c048a8f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bda4-7f40-9b73-827cd7f121b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02854162e642df584ad15f54081c1c501dcad0de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cce1-7a20-8134-1368195a653c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..839a09a3e2a808a6e3ea11a241ebf1d44a7a1468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cce1-7a20-8134-1368195a653c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_acebaa90d17977c0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_adc71ad48f31a029/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_adc71ad48f31a029/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef87330c8062dee0feb59df747dc76bd2ed64e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_adc71ad48f31a029/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:11:55.130313+00:00", + "ended_at": "2026-05-19T16:12:02.491364+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_adc71ad48f31a029", + "problem_id": "v2p_n7_b7e31661359c4554", + "dataset_id": "n7", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_10.", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_10", + "item_col": "MFCCs_11", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.094616, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "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/n7/artifacts/v2q_n7_adc71ad48f31a029/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_adc71ad48f31a029/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c155a1fb5f5ca4ea4b1daec496e17caee749120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_adc71ad48f31a029/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:58.393022+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": 3258.91, "started_at": "2026-05-19T16:11:55.133296+00:00", "ended_at": "2026-05-19T16:11:58.392228+00:00", "prompt_metrics": {"chars": 14931, "bytes_utf8": 14931, "lines": 410, "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\":\"019e4102-129a-75c3-b4b6-8c2daffdf08a\"}\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": "2026-05-19T16:12:02.491278+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": 3096.54, "started_at": "2026-05-19T16:11:59.394032+00:00", "ended_at": "2026-05-19T16:12:02.490599+00:00", "prompt_metrics": {"chars": 14931, "bytes_utf8": 14931, "lines": 410, "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\":\"019e4102-2314-7993-96ba-5550e79231ff\"}\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/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff7119a9a29487d8ab0246347dbddfd515c01a9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:29.308891+00:00", + "ended_at": "2026-05-19T16:14:32.484211+00:00", + "elapsed_ms": 3175.29, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..929a5f290531ad13dc0b142828c26be055c74491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:33.486767+00:00", + "ended_at": "2026-05-19T16:14:36.325045+00:00", + "elapsed_ms": 2838.23, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5a915bc18ba3e2f2a201d6d8c56b91fd38ce460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_17.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_17", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5a915bc18ba3e2f2a201d6d8c56b91fd38ce460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_17.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_17", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa6b2b2571cb4f99fbc7e874ef83327b26d9c5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6ccc-7cb1-994c-80354c19e6b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1957f1f0f86bd6feab30ee3995a774ba9fe9eedc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6ccc-7cb1-994c-80354c19e6b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f1e7d79dbe8d3e27db5559580788d3dcc9f83fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-7d0f-75b2-a5f2-6157e42f6dab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4cbe8b1010e727fc5e8bc17ae670cc2e7264bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-7d0f-75b2-a5f2-6157e42f6dab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b26137af9c412a9a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4eeca0cffea4a4c05a84539e0ae3a34824bf3b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:05.394277+00:00", + "ended_at": "2026-05-19T16:18:08.846540+00:00", + "elapsed_ms": 3452.21, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e08372fd456f03b65fd12048b720f608ed2cdb30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:09.849524+00:00", + "ended_at": "2026-05-19T16:18:13.403380+00:00", + "elapsed_ms": 3553.81, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72b061c5d4acaa7b539b13a65270736a05a08045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_17.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_17", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..72b061c5d4acaa7b539b13a65270736a05a08045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_17.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_17", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..990cda595a620ac5bddebd97b45b5eb5aa4a12c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b933-7811-8191-1c4b54c4dbf0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f1568dc52a0799c86458a63621309862bbc1d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b933-7811-8191-1c4b54c4dbf0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d8de3f84196a7276f9571c4fe150510a6f37cfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-cae1-7302-93b8-7c1072a88f0f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3c5456cd16fbeb8e61f3ad6eddc1e3acc0d1ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-cae1-7302-93b8-7c1072a88f0f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b6892d5c7687a893/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b711285a2301f94a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b711285a2301f94a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01d8d8fc1420a538017db7011d286bf737c7d99f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b711285a2301f94a/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:13:27.341291+00:00", + "ended_at": "2026-05-19T16:13:34.201032+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_b711285a2301f94a", + "problem_id": "v2p_n7_56a0b3bbf0159d3f", + "dataset_id": "n7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Genus, group_col_2=Species.", + "bindings": { + "group_col": "Genus", + "group_col_2": "Species", + "predicate_col": "Species", + "predicate_op": "=", + "predicate_value": "AdenomeraAndre", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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/n7/artifacts/v2q_n7_b711285a2301f94a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b711285a2301f94a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ed10ad25b29d63d795f317defce577e1a7cef38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b711285a2301f94a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:30.277531+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": 2932.53, "started_at": "2026-05-19T16:13:27.344186+00:00", "ended_at": "2026-05-19T16:13:30.276747+00:00", "prompt_metrics": {"chars": 14839, "bytes_utf8": 14839, "lines": 412, "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\":\"019e4103-7ab9-7f30-8171-6658ee366559\"}\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": "2026-05-19T16:13:34.200920+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": 2921.52, "started_at": "2026-05-19T16:13:31.278588+00:00", "ended_at": "2026-05-19T16:13:34.200140+00:00", "prompt_metrics": {"chars": 14839, "bytes_utf8": 14839, "lines": 412, "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\":\"019e4103-8a13-74e1-ace2-2261d301b4b3\"}\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/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52fbb7a69d1e0a22325e27a8a4fcaaecb812d9f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:59.454877+00:00", + "ended_at": "2026-05-19T16:16:02.535605+00:00", + "elapsed_ms": 3080.7, + "returncode": 1, + "prompt_metrics": { + "chars": 15076, + "bytes_utf8": 15076, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58a50258a820c99e836d9c95bb40bbed6fc7cdf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:03.537458+00:00", + "ended_at": "2026-05-19T16:16:06.667406+00:00", + "elapsed_ms": 3129.89, + "returncode": 1, + "prompt_metrics": { + "chars": 15076, + "bytes_utf8": 15076, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23d89300b85c25af13a3bf32902659ec59154104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23d89300b85c25af13a3bf32902659ec59154104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d60704ebf51dc6ea9ea2db04f6f6b71907aba356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-cce1-70a3-81bd-2b490b2b4f58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f21259b6ab2de169290a3704ec12be6e1b94eee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-cce1-70a3-81bd-2b490b2b4f58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cdbc751f761b3f9b2d130f1c95ab0fb938c813c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-dce9-7351-a08c-7a2dd3c536ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d67aac076fbfe8ffc18f26d71c5c86cfb37334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-dce9-7351-a08c-7a2dd3c536ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_b8e6bb6c91f6a87d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_bbaee20d96106cfa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_bbaee20d96106cfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc518927702d4d8f8195de30cacf7d8d2bf4da8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_bbaee20d96106cfa/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:22:40.418059+00:00", + "ended_at": "2026-05-19T16:22:49.607172+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_bbaee20d96106cfa", + "problem_id": "v2p_n7_6a7d6941030dd177", + "dataset_id": "n7", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_19.", + "bindings": { + "measure_col": "MFCCs_19", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.006321, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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/n7/artifacts/v2q_n7_bbaee20d96106cfa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_bbaee20d96106cfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c52f8b1fa0a6532a8133ed375129641a0493bb5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_bbaee20d96106cfa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:44.045561+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": 3620.41, "started_at": "2026-05-19T16:22:40.423918+00:00", "ended_at": "2026-05-19T16:22:44.044383+00:00", "prompt_metrics": {"chars": 14463, "bytes_utf8": 14463, "lines": 406, "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\":\"019e410b-eb8c-7583-9536-43bc81b37db8\"}\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": "2026-05-19T16:22:49.607043+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": 4558.57, "started_at": "2026-05-19T16:22:45.047118+00:00", "ended_at": "2026-05-19T16:22:49.605760+00:00", "prompt_metrics": {"chars": 14463, "bytes_utf8": 14463, "lines": 406, "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\":\"019e410b-fda3-79c1-81b2-9b323b62de21\"}\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/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f8c884be936b657b1bacdaa851f10d56bfe3769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:19.164885+00:00", + "ended_at": "2026-05-19T16:19:22.277382+00:00", + "elapsed_ms": 3112.47, + "returncode": 1, + "prompt_metrics": { + "chars": 14705, + "bytes_utf8": 14705, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93e6c6bd0e7aeb4254177c714b41059d7f01df0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:23.279285+00:00", + "ended_at": "2026-05-19T16:19:26.403450+00:00", + "elapsed_ms": 3124.12, + "returncode": 1, + "prompt_metrics": { + "chars": 14705, + "bytes_utf8": 14705, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..588ab8bb69bb58bb1ba2ba215adcfb5ef6f175c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_21.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_21", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.066782, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..588ab8bb69bb58bb1ba2ba215adcfb5ef6f175c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_21.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_21", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.066782, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4812124e7ace7126ef16b907a25d03250321ca60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-d8e5-72d2-818b-ec671bffcee6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a18192f76773b8f68ba2bc83aede95931231a55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-d8e5-72d2-818b-ec671bffcee6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42e45b32cfab8f50553c143b17c686bb280bae5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e913-7b80-834c-494cd6475877"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ef8f5140a778eb7ad177a67735ac50ca894d45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e913-7b80-834c-494cd6475877"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0a307451e38e800/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0ecf7b98827b4c7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0ecf7b98827b4c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61a8bb35a30ec3460821ef64572148b8ec8f0dbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0ecf7b98827b4c7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:25:46.099805+00:00", + "ended_at": "2026-05-19T16:25:55.699822+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_c0ecf7b98827b4c7", + "problem_id": "v2p_n7_234e707dc46f6dd7", + "dataset_id": "n7", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_19.", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_19", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.006321, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "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/n7/artifacts/v2q_n7_c0ecf7b98827b4c7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0ecf7b98827b4c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbeaeac93c56d43a6fcfff8ce8443e71a1a9444f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c0ecf7b98827b4c7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:49.769631+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": 3664.04, "started_at": "2026-05-19T16:25:46.104607+00:00", "ended_at": "2026-05-19T16:25:49.768690+00:00", "prompt_metrics": {"chars": 14601, "bytes_utf8": 14601, "lines": 408, "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\":\"019e410e-c0fc-7753-aecc-a9755f033380\"}\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": "2026-05-19T16:25:55.699710+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": 4926.96, "started_at": "2026-05-19T16:25:50.771627+00:00", "ended_at": "2026-05-19T16:25:55.698649+00:00", "prompt_metrics": {"chars": 14601, "bytes_utf8": 14601, "lines": 408, "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\":\"019e410e-d336-70d1-8bb5-97332999a7e7\"}\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/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fd73eb2fa321a9ee5bfc3f13c0688ee633ec207 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:40.921508+00:00", + "ended_at": "2026-05-19T16:21:43.825981+00:00", + "elapsed_ms": 2904.45, + "returncode": 1, + "prompt_metrics": { + "chars": 14778, + "bytes_utf8": 14778, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe3ac168f4ffc861d3a40ea4c6b4c9f2a98bdfd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:44.827701+00:00", + "ended_at": "2026-05-19T16:21:54.880186+00:00", + "elapsed_ms": 10052.45, + "returncode": 1, + "prompt_metrics": { + "chars": 14778, + "bytes_utf8": 14778, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..659a43e8b468bfbdb6368c62f9e615768ebf5e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Species, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..659a43e8b468bfbdb6368c62f9e615768ebf5e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Species, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.117725, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa320cf8220387faaf514040fb19403f0be5d75f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-02bf-73a3-8d9e-cc26083e05d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1159fa816102895e1ce1f5b45fa9ea6501dcab1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-02bf-73a3-8d9e-cc26083e05d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa147f3ec19e0870eb8b22650b7948fafee85b18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-121d-7cd3-8551-3a3b21df68e2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8eca58a637273d5cc463a40abb04f5c376799b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-121d-7cd3-8551-3a3b21df68e2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c26d1486233476a2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4585d05dece880450bd30c9e055e698f77205553 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:20.935460+00:00", + "ended_at": "2026-05-19T16:10:23.944574+00:00", + "elapsed_ms": 3009.1, + "returncode": 1, + "prompt_metrics": { + "chars": 14931, + "bytes_utf8": 14931, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4b1e6f70ed35651c2e182297d6c4a8ad16c82a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 4", + "item_col": "MFCCs_ 5", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.535837, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4b1e6f70ed35651c2e182297d6c4a8ad16c82a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 4", + "item_col": "MFCCs_ 5", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.535837, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61952eb4f7d95226ffa57e7df0075fb990324078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a28f-7470-9606-057589071a0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b454647815df177df3b312d4e5f9858716adbf08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a28f-7470-9606-057589071a0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08a8577c8eb1b611160c7c0a051d4baf20c87230 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b229-7c83-97e7-7612cf806e55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c29eda2e8d516ef5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cecbdbb5d27f4c3c66823401d82cc5ab1257698c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:06.870017+00:00", + "ended_at": "2026-05-19T16:10:09.780830+00:00", + "elapsed_ms": 2910.78, + "returncode": 1, + "prompt_metrics": { + "chars": 14932, + "bytes_utf8": 14932, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6feb293a2ae55fcdf9b171a68d43a2f46ebc6da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:10.782921+00:00", + "ended_at": "2026-05-19T16:10:14.013699+00:00", + "elapsed_ms": 3230.74, + "returncode": 1, + "prompt_metrics": { + "chars": 14932, + "bytes_utf8": 14932, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de8f2182bb254a4cdb42ff241685e908e5ff0f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 3", + "item_col": "MFCCs_ 4", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.357421, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..de8f2182bb254a4cdb42ff241685e908e5ff0f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 3", + "item_col": "MFCCs_ 4", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.357421, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acc4889a1bad2a22b16d4de802a4631c6954a10e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6b87-7f50-a08a-2b2c925ee1af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..497298a2947866a9ec701a4b9d5cd883b9ab8334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6b87-7f50-a08a-2b2c925ee1af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a45c6a6ebd4ea97998a9d5cbac4341c3514393f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7ad2-79a2-a38a-01bd3f93d906"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7e36562e4405c773f232074fe265dfc02e9f388 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7ad2-79a2-a38a-01bd3f93d906"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3500f66da6d0fdf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbc266e6e9b022f5d391cadc056e55eae1bd0578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:05.981353+00:00", + "ended_at": "2026-05-19T16:24:09.513769+00:00", + "elapsed_ms": 3532.37, + "returncode": 1, + "prompt_metrics": { + "chars": 14513, + "bytes_utf8": 14513, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbd37190429cb921528b404296c25ba416335d83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:10.519139+00:00", + "ended_at": "2026-05-19T16:24:13.973208+00:00", + "elapsed_ms": 3454.0, + "returncode": 1, + "prompt_metrics": { + "chars": 14513, + "bytes_utf8": 14513, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e707f4066f754812f995977c19fcb1553a795422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Species.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Species", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e707f4066f754812f995977c19fcb1553a795422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Species.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Species", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d4734f57264dfcc55c2ac06d7a3d728cc63e1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-39d1-7b70-ba28-a601cf2f30fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ae9bb68c078cbe742f11cb33a96a60e0974fa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-39d1-7b70-ba28-a601cf2f30fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e8f5d317dc006437bf4c22376898c60ecbf9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4bcf-7d30-afda-27d6c4101a59"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc51337c1ba5095e3332fecd67362b7c2462f0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4bcf-7d30-afda-27d6c4101a59"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3a34ca5c8b6c589/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f9443f9108e13351daa05556f6466586b051fa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n7_c3f1d0622c3fabd4 +-- problem_id: v2p_n7_de7aa5a26fcdaefa +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MFCCs_ 9", + COUNT(*) AS support, + AVG("MFCCs_ 4") AS avg_response +FROM "n7" +GROUP BY "MFCCs_ 9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a2ee77af3bcfaa235a80f0f6357b28706128797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: n7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n7_c3f1d0622c3fabd4\n-- problem_id: v2p_n7_de7aa5a26fcdaefa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MFCCs_ 9\",\n COUNT(*) AS support,\n AVG(\"MFCCs_ 4\") AS avg_response\nFROM \"n7\"\nGROUP BY \"MFCCs_ 9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: n7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n7_c3f1d0622c3fabd4\\n-- problem_id: v2p_n7_de7aa5a26fcdaefa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MFCCs_ 9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MFCCs_ 4\\\") AS avg_response\\nFROM \\\"n7\\\"\\nGROUP BY \\\"MFCCs_ 9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MFCCs_ 9\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d9a66938793193153f92216b500cebeafd779b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:36.161865+00:00", + "ended_at": "2026-05-19T16:27:36.169700+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_c3f1d0622c3fabd4", + "problem_id": "v2p_n7_de7aa5a26fcdaefa", + "dataset_id": "n7", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=MFCCs_ 4, key_col=MFCCs_ 9.", + "bindings": { + "key_col": "MFCCs_ 9", + "measure_col": "MFCCs_ 4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_c3f1d0622c3fabd4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c3f1d0622c3fabd4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c77c477df2aad2b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c77c477df2aad2b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c98266a9061fc252fd4cc00d33b31b2ffcc7ec62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c77c477df2aad2b4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:25:22.684495+00:00", + "ended_at": "2026-05-19T16:25:30.533167+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_c77c477df2aad2b4", + "problem_id": "v2p_n7_6eda59b0248076d5", + "dataset_id": "n7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Family.", + "bindings": { + "group_col": "Family", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.132432, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "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/n7/artifacts/v2q_n7_c77c477df2aad2b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c77c477df2aad2b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25d99406ec323b67c6c86de82cc620936ebe819f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c77c477df2aad2b4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:26.190819+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": 3500.02, "started_at": "2026-05-19T16:25:22.689780+00:00", "ended_at": "2026-05-19T16:25:26.189839+00:00", "prompt_metrics": {"chars": 14513, "bytes_utf8": 14513, "lines": 406, "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\":\"019e410e-6585-79a1-8159-f400f9ed6f26\"}\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": "2026-05-19T16:25:30.533063+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": 3339.75, "started_at": "2026-05-19T16:25:27.192339+00:00", "ended_at": "2026-05-19T16:25:30.532151+00:00", "prompt_metrics": {"chars": 14513, "bytes_utf8": 14513, "lines": 406, "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\":\"019e410e-7710-77b2-9f81-afa001476725\"}\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/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba8090e0ae6aa8482ff9e9fe7a57fbd534b65a4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n7_c9e5f5ccbd9c5179 +-- problem_id: v2p_n7_b6bd0febba2b0702 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MFCCs_ 8", + COUNT(*) AS support, + AVG("MFCCs_ 2") AS avg_response +FROM "n7" +GROUP BY "MFCCs_ 8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c50ac769a4e926109a942c6fb6805fca11d5f6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: n7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n7_c9e5f5ccbd9c5179\n-- problem_id: v2p_n7_b6bd0febba2b0702\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MFCCs_ 8\",\n COUNT(*) AS support,\n AVG(\"MFCCs_ 2\") AS avg_response\nFROM \"n7\"\nGROUP BY \"MFCCs_ 8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: n7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n7_c9e5f5ccbd9c5179\\n-- problem_id: v2p_n7_b6bd0febba2b0702\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MFCCs_ 8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MFCCs_ 2\\\") AS avg_response\\nFROM \\\"n7\\\"\\nGROUP BY \\\"MFCCs_ 8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MFCCs_ 8\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95153113b69c1a7d37e2b485ec973c8815e1d6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:36.153018+00:00", + "ended_at": "2026-05-19T16:27:36.161362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_c9e5f5ccbd9c5179", + "problem_id": "v2p_n7_b6bd0febba2b0702", + "dataset_id": "n7", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=MFCCs_ 2, key_col=MFCCs_ 8.", + "bindings": { + "key_col": "MFCCs_ 8", + "measure_col": "MFCCs_ 2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_c9e5f5ccbd9c5179.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_c9e5f5ccbd9c5179/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac019b5c62e55bf78251410a509ea63c4497ed82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "AdenomeraHylaedactylus", "support": 3478, "support_share": 0.4833912439193885, "support_rank": 1}, {"value_label": "HypsiboasCordobae", "support": 1121, "support_share": 0.15580264072272412, "support_rank": 2}, {"value_label": "AdenomeraAndre", "support": 672, "support_share": 0.09339819318971508, "support_rank": 3}, {"value_label": "Ameeregatrivittata", "support": 542, "support_share": 0.07533009034051424, "support_rank": 4}, {"value_label": "HypsiboasCinerascens", "support": 472, "support_share": 0.06560111188325225, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7f971712b40a8012467b43c22f1f10628984e5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: n7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n7_ccab428c002144ea +-- problem_id: v2p_n7_36a513e18cbb5eda +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Species" AS value_label, COUNT(*) AS support + FROM "n7" + GROUP BY "Species" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80fb7b49c79717e032c5f1aa4410fa5cd6a85350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: n7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n7_ccab428c002144ea\n-- problem_id: v2p_n7_36a513e18cbb5eda\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Species\" AS value_label, COUNT(*) AS support\n FROM \"n7\"\n GROUP BY \"Species\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: n7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n7_ccab428c002144ea\\n-- problem_id: v2p_n7_36a513e18cbb5eda\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Species\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n7\\\"\\n GROUP BY \\\"Species\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"AdenomeraHylaedactylus\", \"support\": 3478, \"support_share\": 0.4833912439193885, \"support_rank\": 1}, {\"value_label\": \"HypsiboasCordobae\", \"support\": 1121, \"support_share\": 0.15580264072272412, \"support_rank\": 2}, {\"value_label\": \"AdenomeraAndre\", \"support\": 672, \"support_share\": 0.09339819318971508, \"support_rank\": 3}, {\"value_label\": \"Ameeregatrivittata\", \"support\": 542, \"support_share\": 0.07533009034051424, \"support_rank\": 4}, {\"value_label\": \"HypsiboasCinerascens\", \"support\": 472, \"support_share\": 0.06560111188325225, \"support_rank\": 5}, {\"value_label\": \"HylaMinuta\", \"support\": 310, \"support_share\": 0.043085476025017375, \"support_rank\": 6}, {\"value_label\": \"LeptodactylusFuscus\", \"support\": 270, \"support_share\": 0.037526059763724806, \"support_rank\": 7}, {\"value_label\": \"ScinaxRuber\", \"support\": 148, \"support_share\": 0.02056984016678249, \"support_rank\": 8}, {\"value_label\": \"OsteocephalusOophagus\", \"support\": 114, \"support_share\": 0.01584433634468381, \"support_rank\": 9}, {\"value_label\": \"Rhinellagranulosa\", \"support\": 68, \"support_share\": 0.00945100764419736, \"support_rank\": 10}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fbf125fdf0961f104da439bc9230ba33f3f6bbae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:36.118237+00:00", + "ended_at": "2026-05-19T16:27:36.122960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_ccab428c002144ea", + "problem_id": "v2p_n7_36a513e18cbb5eda", + "dataset_id": "n7", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Species.", + "bindings": { + "group_col": "Species" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/sql/v2q_n7_ccab428c002144ea.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ccab428c002144ea/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2096c0020480735a86dfb4e93e5934b03b1bc55f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:40.304724+00:00", + "ended_at": "2026-05-19T16:17:43.446318+00:00", + "elapsed_ms": 3141.55, + "returncode": 1, + "prompt_metrics": { + "chars": 15081, + "bytes_utf8": 15081, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c23f040d994f4d39492c72c143f2cc90c3edaa69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:44.448719+00:00", + "ended_at": "2026-05-19T16:17:47.853886+00:00", + "elapsed_ms": 3405.12, + "returncode": 1, + "prompt_metrics": { + "chars": 15081, + "bytes_utf8": 15081, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b0ee9284a876b1cd7d25ba54981f1d71625f9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Species, measure_col=MFCCs_12.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_12", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.095093, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b0ee9284a876b1cd7d25ba54981f1d71625f9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Species, measure_col=MFCCs_12.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_12", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.095093, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d871c862a165a9acf8feb6add8b8de0a97501ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-574d-7472-94fd-f97de7e78c64"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55deaf35ebfc2f4cf5ca36ab5e5d60127dc23bff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-574d-7472-94fd-f97de7e78c64"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bf1929d5fc045a8c757f666d7e35c028de18416 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-6793-7e21-890d-e7ecfdf4d7ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20202f36ffdd206524d8cf3332f0131e59784a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-6793-7e21-890d-e7ecfdf4d7ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_cd2420f39a4dd932/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d045023c8a4dea21/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d045023c8a4dea21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..231db296c3da2d252217ce4f385285d2418cb7b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d045023c8a4dea21/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:13:11.052851+00:00", + "ended_at": "2026-05-19T16:13:17.892919+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_d045023c8a4dea21", + "problem_id": "v2p_n7_15239ed6dcd74b07", + "dataset_id": "n7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Family, group_col_2=Genus.", + "bindings": { + "group_col": "Family", + "group_col_2": "Genus", + "predicate_col": "Family", + "predicate_op": "=", + "predicate_value": "Leptodactylidae", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.430695, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "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/n7/artifacts/v2q_n7_d045023c8a4dea21/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d045023c8a4dea21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98536602db02b70b874d7c114bd5bb54fa0f1d2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d045023c8a4dea21/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:13.983645+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": 2927.12, "started_at": "2026-05-19T16:13:11.055764+00:00", "ended_at": "2026-05-19T16:13:13.982910+00:00", "prompt_metrics": {"chars": 14837, "bytes_utf8": 14837, "lines": 412, "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\":\"019e4103-3b04-72f1-a4b7-97fbfda1020d\"}\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": "2026-05-19T16:13:17.892790+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": 2906.97, "started_at": "2026-05-19T16:13:14.984791+00:00", "ended_at": "2026-05-19T16:13:17.891792+00:00", "prompt_metrics": {"chars": 14837, "bytes_utf8": 14837, "lines": 412, "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\":\"019e4103-4a59-7123-bc20-00c4eba3f79c\"}\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/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..253632c70d152d4680b6ebd485db6bcdaddb5b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:42.385672+00:00", + "ended_at": "2026-05-19T16:26:45.676698+00:00", + "elapsed_ms": 3290.99, + "returncode": 1, + "prompt_metrics": { + "chars": 14605, + "bytes_utf8": 14605, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba4b8a6dc6f7ae322e5aab556d373b04a8cd94cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:46.679166+00:00", + "ended_at": "2026-05-19T16:26:49.773723+00:00", + "elapsed_ms": 3094.5, + "returncode": 1, + "prompt_metrics": { + "chars": 14605, + "bytes_utf8": 14605, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf5207be1d5f96a721f088e7d8a86f2a2997bddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_22.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_22", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.173511, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf5207be1d5f96a721f088e7d8a86f2a2997bddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_22.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_22", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.173511, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2996204ce17903dbe159d628934310b6c5785300 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-9cc9-7fc0-a3d6-3f7973eb81cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc3266abc54f73eb762a223febb87cda796530b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-9cc9-7fc0-a3d6-3f7973eb81cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0b393d4de6287a55e4ee2ff17f2bec3ff4f871e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ad83-7c00-88a6-97a6d70e4a0c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9e2f846df4048d6473b879aec37a8684ba39e3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ad83-7c00-88a6-97a6d70e4a0c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d127bf282a3264d3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d627e7432520d4f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d627e7432520d4f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6869746f6431db3ad89a34ab773bb5162cb0df79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d627e7432520d4f6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:27:27.857015+00:00", + "ended_at": "2026-05-19T16:27:36.086251+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_d627e7432520d4f6", + "problem_id": "v2p_n7_bfa37a01a10407dd", + "dataset_id": "n7", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 2", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.396761, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "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/n7/artifacts/v2q_n7_d627e7432520d4f6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d627e7432520d4f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef358d4f53842d7ec2b3f2c85657c76bc22e29cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d627e7432520d4f6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:31.513366+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": 3650.4, "started_at": "2026-05-19T16:27:27.861654+00:00", "ended_at": "2026-05-19T16:27:31.512103+00:00", "prompt_metrics": {"chars": 14606, "bytes_utf8": 14606, "lines": 408, "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\":\"019e4110-4e56-7741-99bd-81f33dd01f31\"}\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": "2026-05-19T16:27:36.086140+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": 3570.0, "started_at": "2026-05-19T16:27:32.514883+00:00", "ended_at": "2026-05-19T16:27:36.084944+00:00", "prompt_metrics": {"chars": 14606, "bytes_utf8": 14606, "lines": 408, "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\":\"019e4110-60a8-73d3-ab35-e6f32dd0caa9\"}\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/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85d4cb7ed1c5071af63374b38fabe83ffc3d82fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:32.945195+00:00", + "ended_at": "2026-05-19T16:22:36.317869+00:00", + "elapsed_ms": 3372.64, + "returncode": 1, + "prompt_metrics": { + "chars": 14462, + "bytes_utf8": 14462, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..660ff2d0b56db043b8a91c5da070de4beeb49dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:37.320615+00:00", + "ended_at": "2026-05-19T16:22:40.416295+00:00", + "elapsed_ms": 3095.63, + "returncode": 1, + "prompt_metrics": { + "chars": 14462, + "bytes_utf8": 14462, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51c63288feb8514bb48f46a96d729f9ac1579ecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_18.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_18", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.061889, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51c63288feb8514bb48f46a96d729f9ac1579ecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_18.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_18", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.061889, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b86120c5a992dcbc3d80968559c6a9b82d126522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ce73-7943-a722-7cee299f6919"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9aa6556101897153003bbdea85c138fe494a193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ce73-7943-a722-7cee299f6919"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b16b3131914e419eec6c807843e208218ba0585e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-df79-7782-843d-acdc70ae4c5c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e76e0a6a2bd62d2130bb845e1873b3107e2cb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-df79-7782-843d-acdc70ae4c5c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_d85873a2f253f249/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de0bc81de84d2a8f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de0bc81de84d2a8f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d62b4740d36490b35980c597b4fcd1f652209d78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de0bc81de84d2a8f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:14:51.002743+00:00", + "ended_at": "2026-05-19T16:14:58.182810+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_de0bc81de84d2a8f", + "problem_id": "v2p_n7_cafa63f4da140c4b", + "dataset_id": "n7", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_20.", + "bindings": { + "measure_col": "MFCCs_20", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.001342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "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/n7/artifacts/v2q_n7_de0bc81de84d2a8f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de0bc81de84d2a8f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afddb2a3c6929e599e093df7b45eafde7fa7ca2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de0bc81de84d2a8f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:53.991317+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": 2984.52, "started_at": "2026-05-19T16:14:51.005682+00:00", "ended_at": "2026-05-19T16:14:53.990228+00:00", "prompt_metrics": {"chars": 14696, "bytes_utf8": 14696, "lines": 406, "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-c17b-7152-9d6e-eb20efa37c12\"}\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": "2026-05-19T16:14:58.182692+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": 3189.02, "started_at": "2026-05-19T16:14:54.992499+00:00", "ended_at": "2026-05-19T16:14:58.181556+00:00", "prompt_metrics": {"chars": 14696, "bytes_utf8": 14696, "lines": 406, "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-d14b-7450-8ec5-77db49fb221e\"}\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/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e07a2dbe034cbb4333f36c42465bdf2d6b49f517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:06.675001+00:00", + "ended_at": "2026-05-19T16:16:09.683749+00:00", + "elapsed_ms": 3008.7, + "returncode": 1, + "prompt_metrics": { + "chars": 15078, + "bytes_utf8": 15078, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f061229f7ab9be8343cba710c6f226e97bd60b3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:10.686479+00:00", + "ended_at": "2026-05-19T16:16:15.086229+00:00", + "elapsed_ms": 4399.69, + "returncode": 1, + "prompt_metrics": { + "chars": 15078, + "bytes_utf8": 15078, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4177fe2a233208f560ba047e3ea5dcd0f6f8a014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.038581, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4177fe2a233208f560ba047e3ea5dcd0f6f8a014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Family, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 7", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.038581, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..feef737773a759bdfc2ef09c8168111e0d0c5723 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e979-7281-a142-0865182fe7a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a641b600dc938f8fe685ef7feecec0b87922f7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e979-7281-a142-0865182fe7a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..daba1842f3ff77343270ece306c94ac3f1caa207 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f928-7eb0-95fd-1317f671d86b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8faee5bffb6be5e6a6bd6705677b4ebbda758d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f928-7eb0-95fd-1317f671d86b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_de14094edaf2c1e3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec8be182a6fd7528658ce7dc367297618da2ece5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14521, "bytes_utf8": 14521, "lines": 408, "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": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17124, "cached_input_tokens": 12032, "output_tokens": 433, "reasoning_output_tokens": 322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e971d36287d478e599c5ae6ce72bf188ee0d433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_dfc222fb2ef73ff8", + "api_calls": 0, + "input_tokens": 17124, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 17557, + "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": 10429.16, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/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/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdcfe1ac2f458ed990f745dcb04c08abb166faa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/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": "2026-05-19T16:07:52.423176+00:00", + "ended_at": "2026-05-19T16:08:02.852370+00:00", + "elapsed_ms": 10429.16, + "prompt_metrics": { + "chars": 14521, + "bytes_utf8": 14521, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 716, + "bytes_utf8": 716, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17124, + "cached_input_tokens": 12032, + "output_tokens": 433, + "reasoning_output_tokens": 322 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b288458f97768ab29f2211fa8ed20dc9df63fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.199066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..975a4973c50ac025ffe4135f2bf87d36d3ec6a5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5e7e-7e91-9998-04924a772750"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Genus\\\", SUM(CAST(\\\"MFCCs_ 5\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Genus\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"Genus\\\" and measure_col=\\\"MFCCs_ 5\\\". CAST to REAL is added because the schema stores MFCC fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17124,"cached_input_tokens":12032,"output_tokens":433,"reasoning_output_tokens":322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9479fdca526342d3d9934ff117bca166e4c77fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Genus\", SUM(CAST(\"MFCCs_ 5\" AS REAL)) AS \"total_measure\"\nFROM \"n7\"\nGROUP BY \"Genus\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped-sum template with group_col=\"Genus\" and measure_col=\"MFCCs_ 5\". CAST to REAL is added because the schema stores MFCC fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_dfc222fb2ef73ff8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c77e01a2d0c44e3bfdd0c8f376f2ac09f7cb64e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:20.222811+00:00", + "ended_at": "2026-05-19T16:20:23.850291+00:00", + "elapsed_ms": 3627.45, + "returncode": 1, + "prompt_metrics": { + "chars": 14791, + "bytes_utf8": 14791, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57966c65aeb762acc4302e79136da34b20f8db26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:24.852119+00:00", + "ended_at": "2026-05-19T16:20:28.804229+00:00", + "elapsed_ms": 3952.08, + "returncode": 1, + "prompt_metrics": { + "chars": 14791, + "bytes_utf8": 14791, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca6bd09e0e4f36d7d28574b9a08e51ef573d549e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca6bd09e0e4f36d7d28574b9a08e51ef573d549e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Family, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Family", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.222592, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0c16a2125e3546e3fa7df9981dad5a4db6d09a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c784-7df1-a9f2-70589fba06f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de6bf9e9e377277dc9fc2de0518a44c641ef1188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c784-7df1-a9f2-70589fba06f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce6ab318d70f87d8061bb4e4f991fc2729820fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d980-7480-99ac-308f1363ef3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76f4bbc31112e86417e801b2a818a3712ef23841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d980-7480-99ac-308f1363ef3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e141bb2669a277c1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2629a8c5ea60a40fc07c867a26b6cc5a56fcb12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:40.602385+00:00", + "ended_at": "2026-05-19T16:12:43.578571+00:00", + "elapsed_ms": 2976.16, + "returncode": 1, + "prompt_metrics": { + "chars": 15345, + "bytes_utf8": 15345, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f4696be1ea96021b1813525459d2c6b624e035c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:44.580364+00:00", + "ended_at": "2026-05-19T16:12:47.790782+00:00", + "elapsed_ms": 3210.39, + "returncode": 1, + "prompt_metrics": { + "chars": 15345, + "bytes_utf8": 15345, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6353beb8ab1b9a83c1730f2375f6b3fd685e3539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Family, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Family", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6353beb8ab1b9a83c1730f2375f6b3fd685e3539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Family, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Family", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a460bf1d4df63391571756e36b621b536683f91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-c42c-7e42-a485-3b9c33830578"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..111c9f986b842c6adef37d9df27b39f252baec58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-c42c-7e42-a485-3b9c33830578"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b38c1b803364b889d98edb8181f70986d1deed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-d3b3-7fe2-87cd-d30d1c9f3f92"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7da365a607628af66cb281f5192188fdc5948c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-d3b3-7fe2-87cd-d30d1c9f3f92"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e303ce1731746a01/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c14cb60236e4bab6bba803c0696eb7e75b91974b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:06.968193+00:00", + "ended_at": "2026-05-19T16:25:10.019445+00:00", + "elapsed_ms": 3051.2, + "returncode": 1, + "prompt_metrics": { + "chars": 14515, + "bytes_utf8": 14515, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..498e8e8c9c508730c42df68ff270d5cb94c2d015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:11.023165+00:00", + "ended_at": "2026-05-19T16:25:14.453208+00:00", + "elapsed_ms": 3429.97, + "returncode": 1, + "prompt_metrics": { + "chars": 14515, + "bytes_utf8": 14515, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..876edbcb5e89c77ecb10e927ac5c03c25b6733fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Species.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Species", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..876edbcb5e89c77ecb10e927ac5c03c25b6733fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Species.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Species", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.026689, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21da22b7275efb1e2f6c75898fc0532552df79b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-281d-7e20-9234-e90cfaa5c975"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13540a671b0aa441b40de36379a2d569733af488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-281d-7e20-9234-e90cfaa5c975"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..313e98a6ff6096ef941d46810eb40200ab50ffc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-37ee-7a61-8dcd-6e7366c9844c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c741a0afd63289fbd8c8dddd24858ea7f881fd87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-37ee-7a61-8dcd-6e7366c9844c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_e34bccd84c913b3c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3f359890746e4ca23809977f23d12202922ce00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:16.530923+00:00", + "ended_at": "2026-05-19T16:21:21.850322+00:00", + "elapsed_ms": 5319.36, + "returncode": 1, + "prompt_metrics": { + "chars": 14783, + "bytes_utf8": 14783, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9adda7679912fd8bd8f1a96d385cf57e5ed44b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:22.853139+00:00", + "ended_at": "2026-05-19T16:21:25.987491+00:00", + "elapsed_ms": 3134.31, + "returncode": 1, + "prompt_metrics": { + "chars": 14783, + "bytes_utf8": 14783, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..732f7605b2edb39b5e292b736cbb42b2261da96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Family, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Family", + "condition_col": "Genus", + "condition_value": "Hypsiboas", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..732f7605b2edb39b5e292b736cbb42b2261da96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Family, condition_col=Genus.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Family", + "condition_col": "Genus", + "condition_value": "Hypsiboas", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.075108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef3d2a1f907fceb6d15b7637124468b75f40db4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a381-7322-8f8c-0a71d58c19b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed589683b7a135e999dc7cfd3a08ac30bd8bb61b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a381-7322-8f8c-0a71d58c19b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89dd39b367935a615a818e7fae9d7660452da3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-bc4f-7671-bb1d-b77308d4cf47"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..911bad026a2f50246bd453f1b016250684430a99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-bc4f-7671-bb1d-b77308d4cf47"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eadd4fc48be86944/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f3d8989f6a6d886014cc5a5cfc35d494d3fdd94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:55.705189+00:00", + "ended_at": "2026-05-19T16:25:59.339814+00:00", + "elapsed_ms": 3634.59, + "returncode": 1, + "prompt_metrics": { + "chars": 14607, + "bytes_utf8": 14607, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..585d022faf8284fe72c027467b561e0439454416 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:00.343291+00:00", + "ended_at": "2026-05-19T16:26:03.567098+00:00", + "elapsed_ms": 3223.74, + "returncode": 1, + "prompt_metrics": { + "chars": 14607, + "bytes_utf8": 14607, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c63fc7b8e682145c5841d2820634e78016e4c79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_19.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_19", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.013036, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c63fc7b8e682145c5841d2820634e78016e4c79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_19.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_19", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.013036, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b06fc1c1a537665fb8ae9002fc8d04ba4205a52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-e663-73e0-8e6f-097145d7eed7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaaf1ffa03e85efce581926d115d0bd0cf13c985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-e663-73e0-8e6f-097145d7eed7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09baa96dd4304ef681e26eb1a8675b6b8561caa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-f877-7a41-b0a1-a6721cd73dd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2570d2387cb01b0473d439d1cd1ae421e93a4376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-f877-7a41-b0a1-a6721cd73dd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eb38d9bff244415a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c495675bd83d224bfa6c6e219e9737cef155a8fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:09.596160+00:00", + "ended_at": "2026-05-19T16:08:12.887022+00:00", + "elapsed_ms": 3290.81, + "returncode": 1, + "prompt_metrics": { + "chars": 14526, + "bytes_utf8": 14526, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17409ccd63683e1e245a979e9eff683ba43d4246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:13.888762+00:00", + "ended_at": "2026-05-19T16:08:17.134924+00:00", + "elapsed_ms": 3246.12, + "returncode": 1, + "prompt_metrics": { + "chars": 14526, + "bytes_utf8": 14526, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6be4adeb799a5c303c195065de853eae94be693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Species, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 6", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.139232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6be4adeb799a5c303c195065de853eae94be693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Species, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 6", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.139232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b6b99ad25aed72f53be36d7534f8fefb4636e0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a16f-7063-8aa5-477d9a6b08b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e69270a0e60804a160b60bc1d14fc99fe23e87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a16f-7063-8aa5-477d9a6b08b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3c6c377107dad723e3348fdbe5c7d2270c1a039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b239-71f3-adc9-e2cb570d565d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a9013c9c5d1143d26c9e9998dc7e754ebd91f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b239-71f3-adc9-e2cb570d565d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_eca02e19c0859ae7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2b1f3be5b69d677e5644880e0c8ae688189afc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:14.017758+00:00", + "ended_at": "2026-05-19T16:10:16.702390+00:00", + "elapsed_ms": 2684.6, + "returncode": 1, + "prompt_metrics": { + "chars": 14934, + "bytes_utf8": 14934, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..27fa90655b2cd27603cbb3e0d7918fbc670ab039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:17.704493+00:00", + "ended_at": "2026-05-19T16:10:20.931493+00:00", + "elapsed_ms": 3226.96, + "returncode": 1, + "prompt_metrics": { + "chars": 14934, + "bytes_utf8": 14934, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..223ce388733127c364af37217b5cd0ac5f5ece03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 4", + "item_col": "MFCCs_ 5", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..223ce388733127c364af37217b5cd0ac5f5ece03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Species, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 4", + "item_col": "MFCCs_ 5", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.559861, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d54b23683408d1c21ca32ea2f9572be8936d6829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-877d-7aa2-a160-52a3b8b88795"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09b6dff5d40d03052115321c78e9461e9de28e61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-877d-7aa2-a160-52a3b8b88795"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3bfd1165aa446e70db25f7105bf0f71f3c245bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-95f1-7230-b919-8a5bf8869ba7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6010f735a77d60c21f536cf8cc327fe13089611d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-95f1-7230-b919-8a5bf8869ba7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ed6e88f053bf96f6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ee2e1e434505eef9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ee2e1e434505eef9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b722c4c17f56e7c36045aded0b2b1410a0c1aa57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ee2e1e434505eef9/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:20:28.805458+00:00", + "ended_at": "2026-05-19T16:20:36.298634+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_ee2e1e434505eef9", + "problem_id": "v2p_n7_803bf68cc6f02fd2", + "dataset_id": "n7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "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 direction_consistency with semantic role focused_target_view. Focus on group_col=Genus, condition_col=Genus.", + "bindings": { + "group_col": "Genus", + "condition_col": "Genus", + "condition_value": "Adenomera", + "positive_value": "Adenomera", + "negative_value": "Hypsiboas", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "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/n7/artifacts/v2q_n7_ee2e1e434505eef9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ee2e1e434505eef9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5907c317b99f14f69e416929c9a060365e7d6a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_ee2e1e434505eef9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:31.846429+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": 3037.04, "started_at": "2026-05-19T16:20:28.808392+00:00", "ended_at": "2026-05-19T16:20:31.845462+00:00", "prompt_metrics": {"chars": 14774, "bytes_utf8": 14774, "lines": 411, "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-e907-7b10-a23b-e2d760314bbd\"}\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": "2026-05-19T16:20:36.298492+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": 3449.95, "started_at": "2026-05-19T16:20:32.847342+00:00", "ended_at": "2026-05-19T16:20:36.297323+00:00", "prompt_metrics": {"chars": 14774, "bytes_utf8": 14774, "lines": 411, "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-f8f4-7103-8f8a-344617de8c65\"}\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/n7/artifacts/v2q_n7_efe8556b949c000a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3529d919a9c5d392855012267a484f08d27cfd9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14524, "bytes_utf8": 14524, "lines": 408, "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": 17122, "cached_input_tokens": 12032, "output_tokens": 359, "reasoning_output_tokens": 252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9bbb9c8130f30268dacff610baabe916de6ff064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_efe8556b949c000a", + "api_calls": 0, + "input_tokens": 17122, + "cached_input_tokens": 12032, + "output_tokens": 359, + "total_tokens": 17481, + "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": 8771.33, + "sql_execution_elapsed_ms_total": 5.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/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/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f5c8dfcdaffc2d4e869cc4384081a75f0972fa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/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": "2026-05-19T16:07:36.717118+00:00", + "ended_at": "2026-05-19T16:07:45.488475+00:00", + "elapsed_ms": 8771.33, + "prompt_metrics": { + "chars": 14524, + "bytes_utf8": 14524, + "lines": 408, + "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": 17122, + "cached_input_tokens": 12032, + "output_tokens": 359, + "reasoning_output_tokens": 252 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0244e0023e80bcb32fb5311fa7e08448b8186f68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Family, measure_col=MFCCs_ 4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_ 4", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.535837, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e57cec56c2e1b9297c9c392e6136f77e0531afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-211f-7e61-8cfd-a14fd961aead"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"Family\\\", SUM(CAST(\\\"MFCCs_ 4\\\" AS REAL)) AS total_measure\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Family\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"Family\\\" and measure_col=\\\"MFCCs_ 4\\\". CAST to REAL ensures correct numeric aggregation because the schema stores this field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17122,"cached_input_tokens":12032,"output_tokens":359,"reasoning_output_tokens":252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11b48edfaa8bdeeeaa8f1c71248b51f70f091053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT \"Family\", SUM(CAST(\"MFCCs_ 4\" AS REAL)) AS total_measure\nFROM \"n7\"\nGROUP BY \"Family\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"Family\" and measure_col=\"MFCCs_ 4\". CAST to REAL ensures correct numeric aggregation because the schema stores this field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_efe8556b949c000a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0693c253b29c23f94495c93c365381ba0fcb45f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:50.191014+00:00", + "ended_at": "2026-05-19T16:10:53.525357+00:00", + "elapsed_ms": 3334.32, + "returncode": 1, + "prompt_metrics": { + "chars": 14927, + "bytes_utf8": 14927, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b59dd16b755c0548eb24ef295743db33594e55e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:54.527504+00:00", + "ended_at": "2026-05-19T16:10:57.856935+00:00", + "elapsed_ms": 3329.39, + "returncode": 1, + "prompt_metrics": { + "chars": 14927, + "bytes_utf8": 14927, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..462e608ccee21717034bca85286fee501fe77094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 6", + "item_col": "MFCCs_ 7", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.139232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..462e608ccee21717034bca85286fee501fe77094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 6.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 6", + "item_col": "MFCCs_ 7", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.139232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ab90289175787572e78c8575a7c1cac8dcf40ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-14e3-7bf0-8bee-5d37520e8495"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66fdfb0d98f3a13af211d6dfa41d97ebbb4065cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-14e3-7bf0-8bee-5d37520e8495"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d3a8e889cf5e4af12392fa77b24880eb3ea841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-25d6-7672-bf36-ef7f55fa320a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78744aa9a7c110b03caa3dbb239c58f6b361b001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-25d6-7672-bf36-ef7f55fa320a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f0dfdfca30ae86e7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7a91e97b13d1afc6d18cf6243a6dfa48c3d2fd55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:57.861141+00:00", + "ended_at": "2026-05-19T16:11:01.106599+00:00", + "elapsed_ms": 3245.44, + "returncode": 1, + "prompt_metrics": { + "chars": 14928, + "bytes_utf8": 14928, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e445d3a15ca9993dfb5301fbddd67f7ab88e6ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:02.108434+00:00", + "ended_at": "2026-05-19T16:11:06.586615+00:00", + "elapsed_ms": 4478.15, + "returncode": 1, + "prompt_metrics": { + "chars": 14928, + "bytes_utf8": 14928, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed827cf63ddba9bbdcf4976efc534c405616fa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 7", + "item_col": "MFCCs_ 8", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed827cf63ddba9bbdcf4976efc534c405616fa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, measure_col=MFCCs_ 7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 7", + "item_col": "MFCCs_ 8", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0597a369e847f87b023dab3c6966990c3f284b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-32c6-76d2-aeb7-c93a52673724"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d911cf109ebdf3bc1ba200321e8679145194104b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-32c6-76d2-aeb7-c93a52673724"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..122da769e8af87b0f1c81a3fb1478541caabd060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-4358-72f0-ad79-2a7e1fedc11a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde81a13fe79ee2d439ea18f35e688e77fb4fdc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-4358-72f0-ad79-2a7e1fedc11a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b6f6fa781bf7a6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86c2ef6ce5b8be46ac7836d1ae7ebd1b030bd5be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:24.398419+00:00", + "ended_at": "2026-05-19T16:22:28.003824+00:00", + "elapsed_ms": 3605.36, + "returncode": 1, + "prompt_metrics": { + "chars": 14463, + "bytes_utf8": 14463, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57c27af2b2a6c6d7e4ad450e5f452f5a44f6c5b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:29.006718+00:00", + "ended_at": "2026-05-19T16:22:32.938933+00:00", + "elapsed_ms": 3932.15, + "returncode": 1, + "prompt_metrics": { + "chars": 14463, + "bytes_utf8": 14463, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f65891ff1293d800ac1fbe06b8cf41c914cc1dc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_17.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_17", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f65891ff1293d800ac1fbe06b8cf41c914cc1dc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_17.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MFCCs_17", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.201932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc53c5e9bbf7dcf7c9722a6c9627ffd8dc56d2c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ad10-7783-94d1-4130eb97adb4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6baa9a29b3f5a7bbe8cd7dd4ae85d34d1407ad9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ad10-7783-94d1-4130eb97adb4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53d2dcf9bff8a53db27893badb1381332fc4000e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-bf23-7ff3-b8d1-5a8e6977b55a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8ba47e3a0bc5c5ff0cd52c94857667715cb81ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-bf23-7ff3-b8d1-5a8e6977b55a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f2b8c5b367f5b1c1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a64b4ae4a2d29c75038a2e162eb8be695512b18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:14.459586+00:00", + "ended_at": "2026-05-19T16:14:17.574370+00:00", + "elapsed_ms": 3114.76, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..befeff56c75bfd06fcb77d9fd20c3526652f8d23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:18.576733+00:00", + "ended_at": "2026-05-19T16:14:21.939797+00:00", + "elapsed_ms": 3363.02, + "returncode": 1, + "prompt_metrics": { + "chars": 14697, + "bytes_utf8": 14697, + "lines": 406, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b22fb7c50e06da06f1fa7c446c39381a3b41c54f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_15", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.017348, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b22fb7c50e06da06f1fa7c446c39381a3b41c54f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,406 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MFCCs_15", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.017348, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d6738187408639b1054ac79423e7a9446cb9025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-32b8-7093-b231-971d0202b0b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c6f80cba80c708604256a50b1b77fc2b0c92501 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-32b8-7093-b231-971d0202b0b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae8dc9ca9cc64a42ab6d49cc2e35bbd1c57a3f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-42de-7ec0-b391-0c9f5ecccb4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ef34a629eb23cc90e6966540c914228c666963c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-42de-7ec0-b391-0c9f5ecccb4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f61c72ffafbd336c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3adf1b0918b478abeb4137bfe0c96eb1ff50fe6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:40.550975+00:00", + "ended_at": "2026-05-19T16:11:43.784689+00:00", + "elapsed_ms": 3233.69, + "returncode": 1, + "prompt_metrics": { + "chars": 14932, + "bytes_utf8": 14932, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8058f40f4057640fb1939c904c33fd94b275d534 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:44.786781+00:00", + "ended_at": "2026-05-19T16:11:48.137264+00:00", + "elapsed_ms": 3350.44, + "returncode": 1, + "prompt_metrics": { + "chars": 14932, + "bytes_utf8": 14932, + "lines": 410, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3fe0508d7db620d27b3ea34abc61d5281db623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, measure_col=MFCCs_ 9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 9", + "item_col": "MFCCs_10", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.242046, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3fe0508d7db620d27b3ea34abc61d5281db623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,410 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Genus, measure_col=MFCCs_ 9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 9", + "item_col": "MFCCs_10", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.242046, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c46082af8974347585affc2eecb05b5e90c990c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-d98f-7e43-a201-2cc9cbd29f9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f41729c62c1e81e96502b56712702eacf2cd6698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-d98f-7e43-a201-2cc9cbd29f9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7372f8e6f4ac2566450b2b09782e0e397f470b44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ea1a-73e1-a035-d57482a28233"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23805960fe676e71691dc2658a264868347f8c9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ea1a-73e1-a035-d57482a28233"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f759c0e5e0c8dd97/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b7de686e678594db8d34ac52b159b94bb633340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14519, "bytes_utf8": 14519, "lines": 408, "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": 14519, "bytes_utf8": 14519, "lines": 408, "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": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17124, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9e486103aa742183b96a0cd3a0918337812ca8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/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": "n7", + "model": "v2-cli:codex", + "run_id": "v2q_n7_f7a47ca7f8adf003", + "api_calls": 0, + "input_tokens": 17124, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 17525, + "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": 12448.28, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/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/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..288c0425ffb29d501c2f1a4e3852158f20266f10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:47.095333+00:00", + "ended_at": "2026-05-19T16:06:50.213461+00:00", + "elapsed_ms": 3118.11, + "returncode": 1, + "prompt_metrics": { + "chars": 14519, + "bytes_utf8": 14519, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92dbbdb13d13784f3276f672b39d8813eb27c4f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/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": "2026-05-19T16:06:51.215112+00:00", + "ended_at": "2026-05-19T16:07:00.545310+00:00", + "elapsed_ms": 9330.17, + "prompt_metrics": { + "chars": 14519, + "bytes_utf8": 14519, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 356, + "bytes_utf8": 356, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17124, + "cached_input_tokens": 12032, + "output_tokens": 401, + "reasoning_output_tokens": 294 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..246a0293f93f21571cfbdc2d4d275cb6712fdb36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 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": 0.466566, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..246a0293f93f21571cfbdc2d4d275cb6712fdb36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 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": 0.466566, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef6ddcca54e00518dcbd24f6c54cbca65a9bd99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5f4f-7483-a4c0-dff05caf011b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62f2b15109e4d3d84564c400cbeb06debc29804e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5f4f-7483-a4c0-dff05caf011b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbf8a4739e4d0d0e44d9fe1f0484ac03e3ff7ae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6f48-7223-9b21-7959b6535896"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Genus\\\", SUM(CAST(\\\"MFCCs_ 2\\\" AS REAL)) AS total_measure\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Genus\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"Genus\\\" and measure_col=\\\"MFCCs_ 2\\\". Cast the measure to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17124,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9113dac56be2595d288a180dc019f5e1a2c52a15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Genus\", SUM(CAST(\"MFCCs_ 2\" AS REAL)) AS total_measure\nFROM \"n7\"\nGROUP BY \"Genus\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"Genus\" and measure_col=\"MFCCs_ 2\". Cast the measure to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f7a47ca7f8adf003/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f896a3bc614a739e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f896a3bc614a739e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1e7d5f579cf2660c374397f929cb13dedecc7d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f896a3bc614a739e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:26:58.089319+00:00", + "ended_at": "2026-05-19T16:27:05.731554+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_f896a3bc614a739e", + "problem_id": "v2p_n7_a2ac4c439f8246c3", + "dataset_id": "n7", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=Species, measure_col=RecordID.", + "bindings": { + "group_col": "Species", + "measure_col": "RecordID", + "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": 27.0, + "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_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "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/n7/artifacts/v2q_n7_f896a3bc614a739e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f896a3bc614a739e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..187f115d5ce4844d29ec91275d6de20948ce5ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f896a3bc614a739e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:01.586136+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": 3489.78, "started_at": "2026-05-19T16:26:58.095256+00:00", "ended_at": "2026-05-19T16:27:01.585082+00:00", "prompt_metrics": {"chars": 14606, "bytes_utf8": 14606, "lines": 408, "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\":\"019e410f-da59-7e82-a4b2-6825e5989132\"}\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": "2026-05-19T16:27:05.731420+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": 3141.81, "started_at": "2026-05-19T16:27:02.588373+00:00", "ended_at": "2026-05-19T16:27:05.730258+00:00", "prompt_metrics": {"chars": 14606, "bytes_utf8": 14606, "lines": 408, "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\":\"019e410f-ebad-7b03-9cc0-15c11dc267d4\"}\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/n7/artifacts/v2q_n7_f8afc35f9ceb23f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f8afc35f9ceb23f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b29386e3d3c62ec33c7f0d25b0a91f07cb370f18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f8afc35f9ceb23f7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:20:06.123316+00:00", + "ended_at": "2026-05-19T16:20:13.361525+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_f8afc35f9ceb23f7", + "problem_id": "v2p_n7_f99c0f11a1ce4b5c", + "dataset_id": "n7", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Species, measure_col=MFCCs_ 1.", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 1", + "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": 1.0, + "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 {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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "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/n7/artifacts/v2q_n7_f8afc35f9ceb23f7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f8afc35f9ceb23f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31ccf83cc094be5463a8ebe30d97de431ff82edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f8afc35f9ceb23f7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:09.443373+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": 3316.38, "started_at": "2026-05-19T16:20:06.126225+00:00", "ended_at": "2026-05-19T16:20:09.442630+00:00", "prompt_metrics": {"chars": 14698, "bytes_utf8": 14698, "lines": 408, "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\":\"019e4109-9070-79f2-a476-7a9552b19666\"}\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": "2026-05-19T16:20:13.361436+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": 2915.65, "started_at": "2026-05-19T16:20:10.445014+00:00", "ended_at": "2026-05-19T16:20:13.360703+00:00", "prompt_metrics": {"chars": 14698, "bytes_utf8": 14698, "lines": 408, "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-a145-7d81-a90e-f46b87f956cd\"}\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/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b128f1a6b5e11d6cd9ca1876393be42d19bcf6d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:00.902594+00:00", + "ended_at": "2026-05-19T16:21:04.836945+00:00", + "elapsed_ms": 3934.32, + "returncode": 1, + "prompt_metrics": { + "chars": 14792, + "bytes_utf8": 14792, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df4f6ca93370b79b920acd92493b8d8b4671f51d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:05.839262+00:00", + "ended_at": "2026-05-19T16:21:09.043276+00:00", + "elapsed_ms": 3203.97, + "returncode": 1, + "prompt_metrics": { + "chars": 14792, + "bytes_utf8": 14792, + "lines": 411, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0867f5a88d5764a8fa9a1a8403455dd8939c234e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0867f5a88d5764a8fa9a1a8403455dd8939c234e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,411 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Species, condition_col=Family.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Species", + "condition_col": "Family", + "condition_value": "Hylidae", + "positive_value": "Leptodactylidae", + "negative_value": "Hylidae", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.08558, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bb58a8eb2a01043a39849e3898f39f89932d7b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-667f-7353-b842-0eb34d62fa60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4ee4a45ebcca2a7fbb640e74babd46b5b35ae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-667f-7353-b842-0eb34d62fa60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..524c20e31ac2275eae2fcc15e3944cfee856fd0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-79a9-7b12-b74d-637e548f5179"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e737a54a10b87c0e17008d41186a8e03ba39593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-79a9-7b12-b74d-637e548f5179"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_f9f42799592c3d9c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fa5a6ded0deb5a83/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fa5a6ded0deb5a83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0f53440d5fe314024569e2cce20c8a8fbcbb6bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fa5a6ded0deb5a83/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "n7", + "started_at": "2026-05-19T16:15:44.797644+00:00", + "ended_at": "2026-05-19T16:15:52.401786+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n7_fa5a6ded0deb5a83", + "problem_id": "v2p_n7_67619c6366083ef7", + "dataset_id": "n7", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Species, measure_col=MFCCs_ 6.", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.175957, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": "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;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/n7/artifacts/v2q_n7_fa5a6ded0deb5a83/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fa5a6ded0deb5a83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb71c2f120da6eb8288fb3b30c12d2a518045f26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fa5a6ded0deb5a83/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:48.045315+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": 3243.88, "started_at": "2026-05-19T16:15:44.800608+00:00", "ended_at": "2026-05-19T16:15:48.044514+00:00", "prompt_metrics": {"chars": 15078, "bytes_utf8": 15078, "lines": 408, "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\":\"019e4105-93b4-7702-9902-2400d4949fe5\"}\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": "2026-05-19T16:15:52.401688+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": 3354.47, "started_at": "2026-05-19T16:15:49.046384+00:00", "ended_at": "2026-05-19T16:15:52.400891+00:00", "prompt_metrics": {"chars": 15078, "bytes_utf8": 15078, "lines": 408, "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\":\"019e4105-a44d-76b3-958d-72e91f4225ae\"}\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/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ba8687f86ba0293c8343de24d15eb66a9b5e30f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:17.578942+00:00", + "ended_at": "2026-05-19T16:07:20.886840+00:00", + "elapsed_ms": 3307.87, + "returncode": 1, + "prompt_metrics": { + "chars": 14525, + "bytes_utf8": 14525, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9da48246571275f95eb810147b4363bf4df6c215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:21.889228+00:00", + "ended_at": "2026-05-19T16:07:24.974635+00:00", + "elapsed_ms": 3085.36, + "returncode": 1, + "prompt_metrics": { + "chars": 14525, + "bytes_utf8": 14525, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0407bec57a23f35463d9634b833ce31b723367e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Species, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.357421, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0407bec57a23f35463d9634b833ce31b723367e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Species, measure_col=MFCCs_ 3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Species", + "measure_col": "MFCCs_ 3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.357421, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46954d7b5a127c557b6fd97f1d7a8d996b83d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d673-77a2-a083-b7cfc8522cd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb823caf385c9efd6aadcbbfb2a3b5772aee9057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d673-77a2-a083-b7cfc8522cd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ddea78370dbf2a03e675947bc49c7f5e4f66703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e716-7233-ba85-4e9d57fbaa3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b15418f11af0e91bcdd75243bd642cb44f789121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e716-7233-ba85-4e9d57fbaa3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_feeadf30e5fd04a9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..925433c38a06e3b855e7406c7c6d559c2efd7f40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:38.694552+00:00", + "ended_at": "2026-05-19T16:25:41.988859+00:00", + "elapsed_ms": 3294.26, + "returncode": 1, + "prompt_metrics": { + "chars": 14606, + "bytes_utf8": 14606, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f383bc357d5c1ef53853ad1bdb2d676c2e74849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:42.994284+00:00", + "ended_at": "2026-05-19T16:25:46.097702+00:00", + "elapsed_ms": 3103.34, + "returncode": 1, + "prompt_metrics": { + "chars": 14606, + "bytes_utf8": 14606, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8519f97f646972fe284188ad4bf75916775d8cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_18.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_18", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.04029, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8519f97f646972fe284188ad4bf75916775d8cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Family, measure_col=MFCCs_18.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Family", + "measure_col": "MFCCs_18", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.04029, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e5409d340d8bcd9118e8bbd1db0d14fb8f018d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a3f9-7530-ab4f-4dc86a6245f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..669160dd856c6f2ec51a6c0349e743787cfd8e63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a3f9-7530-ab4f-4dc86a6245f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..796d7d2906d14c70c5e462f23aa156392efa78cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b4eb-7c22-937f-9cee8e76ca01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4e9771a87ef8bb36d1af6ba312afcb242e72a7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b4eb-7c22-937f-9cee8e76ca01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fef77d21db458f71/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37751893487e7a21608e62419a96b350df9532b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:00.556830+00:00", + "ended_at": "2026-05-19T16:07:05.311477+00:00", + "elapsed_ms": 4754.62, + "returncode": 1, + "prompt_metrics": { + "chars": 14522, + "bytes_utf8": 14522, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d286f05d7abd5a6bd0ba5b5d609d1cbd4066113f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:06.313701+00:00", + "ended_at": "2026-05-19T16:07:09.529634+00:00", + "elapsed_ms": 3215.89, + "returncode": 1, + "prompt_metrics": { + "chars": 14522, + "bytes_utf8": 14522, + "lines": 408, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5b6b6911060888908a51ca109832d7d82161d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.396761, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5b6b6911060888908a51ca109832d7d82161d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,408 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n7 +- dataset_name: Anuran Calls Mfccs +- table_name: n7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`. +- task_type: classification +- target_column: Family +- main_row_count: 7195 +- important_fields: +- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1. +- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2. +- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3. +- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4. +- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5. +- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6. +- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7. +- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8. +- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9. +- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10. +- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11. +- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12. +- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13. +- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14. +- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15. +- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16. +- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17. +- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18. +- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19. +- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20. +- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21. +- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22. +- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family. +- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus. +- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species. +- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID. +- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']] +- fields_requiring_caution: ['Family', 'MFCCs_ 1'] +- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs + +SQLite schema snapshot: +{ + "table_name": "n7", + "quoted_table_name": "\"n7\"", + "row_count": 7195, + "columns": [ + { + "name": "MFCCs_ 1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_ 9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFCCs_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Family", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Genus", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Species", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RecordID", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152936298220384", + "MFCCs_ 3": "-0.105585902844019", + "MFCCs_ 4": "0.200721914808566", + "MFCCs_ 5": "0.317201062343259", + "MFCCs_ 6": "0.260763853131077", + "MFCCs_ 7": "0.100944640810053", + "MFCCs_ 8": "-0.150062604917616", + "MFCCs_ 9": "-0.17112763198601", + "MFCCs_10": "0.124676436148438", + "MFCCs_11": "0.188654145822323", + "MFCCs_12": "-0.0756217229244772", + "MFCCs_13": "-0.156435925226375", + "MFCCs_14": "0.0822451152835443", + "MFCCs_15": "0.135752042383891", + "MFCCs_16": "-0.0240166450287792", + "MFCCs_17": "-0.108351107221198", + "MFCCs_18": "-0.0776225214037558", + "MFCCs_19": "-0.00956780151914234", + "MFCCs_20": "0.0576839754007957", + "MFCCs_21": "0.118680135068692", + "MFCCs_22": "0.0140384456733697", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.171534257314109", + "MFCCs_ 3": "-0.0989747371205295", + "MFCCs_ 4": "0.268425220827017", + "MFCCs_ 5": "0.338671862995453", + "MFCCs_ 6": "0.268353099863332", + "MFCCs_ 7": "0.0608350871920449", + "MFCCs_ 8": "-0.222474640379244", + "MFCCs_ 9": "-0.207692670568256", + "MFCCs_10": "0.170882873543032", + "MFCCs_11": "0.27095827998887", + "MFCCs_12": "-0.0950039445276873", + "MFCCs_13": "-0.254341468381362", + "MFCCs_14": "0.0227862345814336", + "MFCCs_15": "0.163320101050209", + "MFCCs_16": "0.0120222808645159", + "MFCCs_17": "-0.0909740108032878", + "MFCCs_18": "-0.0565095219192882", + "MFCCs_19": "-0.035303356812479", + "MFCCs_20": "0.0201399631478018", + "MFCCs_21": "0.0822629868835422", + "MFCCs_22": "0.0290557421631693", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.152317085189856", + "MFCCs_ 3": "-0.0829726738725973", + "MFCCs_ 4": "0.287127957306532", + "MFCCs_ 5": "0.276014083988895", + "MFCCs_ 6": "0.189866772581424", + "MFCCs_ 7": "0.00871395674901959", + "MFCCs_ 8": "-0.242234230697363", + "MFCCs_ 9": "-0.219153324384574", + "MFCCs_10": "0.232538316574083", + "MFCCs_11": "0.266064481907247", + "MFCCs_12": "-0.072827186682411", + "MFCCs_13": "-0.237383560939613", + "MFCCs_14": "0.0507907353425093", + "MFCCs_15": "0.20733840580524", + "MFCCs_16": "0.0835356991035397", + "MFCCs_17": "-0.0506914300740697", + "MFCCs_18": "-0.0235902291809596", + "MFCCs_19": "-0.0667215489148675", + "MFCCs_20": "-0.0250832267732169", + "MFCCs_21": "0.0991083997463254", + "MFCCs_22": "0.0771623846958952", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.22439244572155", + "MFCCs_ 3": "0.118984663992927", + "MFCCs_ 4": "0.329431728991851", + "MFCCs_ 5": "0.37208800967925", + "MFCCs_ 6": "0.36100456768708", + "MFCCs_ 7": "0.0155010402636969", + "MFCCs_ 8": "-0.1943474518771", + "MFCCs_ 9": "-0.0981806677778217", + "MFCCs_10": "0.270375424774079", + "MFCCs_11": "0.267278909389666", + "MFCCs_12": "-0.162258251525887", + "MFCCs_13": "-0.317084231097501", + "MFCCs_14": "-0.0115674334348972", + "MFCCs_15": "0.100412825039324", + "MFCCs_16": "-0.0502237308220074", + "MFCCs_17": "-0.13600940404278", + "MFCCs_18": "-0.177037008525031", + "MFCCs_19": "-0.130498132704666", + "MFCCs_20": "-0.0547663962602304", + "MFCCs_21": "-0.018691446529289", + "MFCCs_22": "0.0239543085482256", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + }, + { + "MFCCs_ 1": "1", + "MFCCs_ 2": "0.0878169091598283", + "MFCCs_ 3": "-0.0683448878848087", + "MFCCs_ 4": "0.306966720688553", + "MFCCs_ 5": "0.330922940689476", + "MFCCs_ 6": "0.249143914245263", + "MFCCs_ 7": "0.00688371297114425", + "MFCCs_ 8": "-0.265423361986448", + "MFCCs_ 9": "-0.172699811727761", + "MFCCs_10": "0.266434260043502", + "MFCCs_11": "0.332695149242033", + "MFCCs_12": "-0.100748543620898", + "MFCCs_13": "-0.298523875475902", + "MFCCs_14": "0.037438885320215", + "MFCCs_15": "0.219152827231289", + "MFCCs_16": "0.0628372293931531", + "MFCCs_17": "-0.0488846180288039", + "MFCCs_18": "-0.0530735072212773", + "MFCCs_19": "-0.0885504031444007", + "MFCCs_20": "-0.0313455727580116", + "MFCCs_21": "0.108609831720118", + "MFCCs_22": "0.0792443322969332", + "Family": "Leptodactylidae", + "Genus": "Adenomera", + "Species": "AdenomeraAndre", + "RecordID": "1" + } + ] +} + +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": "n7", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Genus", + "measure_col": "MFCCs_ 2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.396761, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fe2576a9508bb3c74e475572a6b6bff59c4ef00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-93b7-70f2-b676-2da2052a9425"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2c4ee5d2734752c624bf44ad5d63174c045074b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-93b7-70f2-b676-2da2052a9425"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b28e6e415536686bd737d10e1353b99a73c208a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-aa66-77a2-aa50-7fe6a43e29b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdb73cac7a3ec523174f212d5f1b1b0de923c61e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-aa66-77a2-aa50-7fe6a43e29b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_fff84ca4b1d5ef97/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391