diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb7ff187f55c104ff909a8080c9304b657a38759 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:09.152352+00:00", + "ended_at": "2026-05-19T16:08:12.323410+00:00", + "elapsed_ms": 3171.03, + "returncode": 1, + "prompt_metrics": { + "chars": 7469, + "bytes_utf8": 7469, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..299101db092b28b6c94fca6bc4111ed58acb5340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:13.326799+00:00", + "ended_at": "2026-05-19T16:08:16.607523+00:00", + "elapsed_ms": 3280.67, + "returncode": 1, + "prompt_metrics": { + "chars": 7469, + "bytes_utf8": 7469, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..649263a10eb580d14298ceab307782ff0996f8e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,195 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Question Level, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Question Level", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..649263a10eb580d14298ceab307782ff0996f8e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,195 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Question Level, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Question Level", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67ec0316648d8eb8b9891bf7ca33fd138718dcf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9fbb-7540-b063-1a36e78d0ef5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e7231be40a5633a82049c1ee553384d4a4675e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9fbb-7540-b063-1a36e78d0ef5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26745c953f2fe7c7c0510c67f41bfdf125e2ef92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b015-7ba2-9e99-018c7b4bf5a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d69caa52d84ed7eca6494badb79e396e67f6adc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b015-7ba2-9e99-018c7b4bf5a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0c4ef6e23ead6c28/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19da57af40378568a4bfdafb793bc7142ad469cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:55.222786+00:00", + "ended_at": "2026-05-19T16:22:07.179634+00:00", + "elapsed_ms": 11956.82, + "returncode": 1, + "prompt_metrics": { + "chars": 6698, + "bytes_utf8": 6698, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea0669942652fdfdfc2a044b1c6ed8493bf5e816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:08.181519+00:00", + "ended_at": "2026-05-19T16:22:11.170142+00:00", + "elapsed_ms": 2988.58, + "returncode": 1, + "prompt_metrics": { + "chars": 6698, + "bytes_utf8": 6698, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a9ff79b6907a0b35180182d1890bda64e5fb538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "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": 1077.0, + "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/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a9ff79b6907a0b35180182d1890bda64e5fb538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "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": 1077.0, + "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/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b1acacd0da879832c93d14cfdda79580714fd7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-3a9b-75a1-bc01-cafe328a3f51"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e20c2d14bb96ec81183dca513fb37cb8eb93f964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-3a9b-75a1-bc01-cafe328a3f51"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1bc7ab4c2856833ee7b3f68f3b7eb9b1ade0393 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-6d4f-7c90-a360-7f40f41a3c42"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b6e2b9e78f23347f26cb00d7f6484fdbb399c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-6d4f-7c90-a360-7f40f41a3c42"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2745294cbd314f00/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0b28ade3a2deb1efcbb4b6658a3e4c0c6e38b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:14.527500+00:00", + "ended_at": "2026-05-19T16:17:17.477318+00:00", + "elapsed_ms": 2949.78, + "returncode": 1, + "prompt_metrics": { + "chars": 6618, + "bytes_utf8": 6618, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f763aa2ccb0c6e6b23fa60f75bbc42a38d53d3ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:18.479440+00:00", + "ended_at": "2026-05-19T16:17:22.213189+00:00", + "elapsed_ms": 3733.69, + "returncode": 1, + "prompt_metrics": { + "chars": 6618, + "bytes_utf8": 6618, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce99c09bdc430954e57f040030f703647dbebb60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Student Country.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Student Country", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce99c09bdc430954e57f040030f703647dbebb60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Student Country.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Student Country", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abeafc3daabda8fb837cd862f2bbf03c5183a3ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-f2a7-7e33-bbf7-cdc4cbd74ba6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e27112cf511b9da870afba9f24cbfd30d91cc396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-f2a7-7e33-bbf7-cdc4cbd74ba6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4921dc3402d4889e2e332d22d052a56749bf7819 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-021f-7280-880f-3d695b4ed0a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aa5e7a10073908d856c088cc6a3057d995a9c88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-021f-7280-880f-3d695b4ed0a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_46b64f83c050290a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..718cf433e2bae8df1857e3b6ffcf848d935c2fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:30.935770+00:00", + "ended_at": "2026-05-19T16:15:35.092355+00:00", + "elapsed_ms": 4156.56, + "returncode": 1, + "prompt_metrics": { + "chars": 6899, + "bytes_utf8": 6899, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0dbf041d5d9c2461abe91e7c00ee5458d3957d51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:36.094443+00:00", + "ended_at": "2026-05-19T16:15:39.363472+00:00", + "elapsed_ms": 3268.98, + "returncode": 1, + "prompt_metrics": { + "chars": 6899, + "bytes_utf8": 6899, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0238fd66db4a3c3ec448fc5200cdbe6375b14a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,195 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Type of Answer, condition_col=Question Level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Question Level", + "condition_value": "Advanced", + "positive_value": "Basic", + "negative_value": "Advanced", + "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": 571.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0238fd66db4a3c3ec448fc5200cdbe6375b14a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,195 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Type of Answer, condition_col=Question Level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Question Level", + "condition_value": "Advanced", + "positive_value": "Basic", + "negative_value": "Advanced", + "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": 571.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fe26b37d04a5abbbf1a2eb8625df0aeb7dd03bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5d9f-7432-8442-6919da0bc117"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5acf106c44c9d45847efeea3c729f53dc89f8eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5d9f-7432-8442-6919da0bc117"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8a67226d6413d127169661beba841f9fd8db8ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-71c0-7f10-8288-02b88d1d03b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..34b6a2ff9c8a37cda32c8e3258d80e130537886b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-71c0-7f10-8288-02b88d1d03b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b8eeb341d6c2a60/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67cf3fe42fafa361a660d65968eb9853f755b376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f420-7c41-aa35-7db008fc5ec4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1326e7ff204ee761cd9e2f8f1dc7bc89ddb5b00b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:49.562613+00:00", + "ended_at": "2026-05-19T16:12:52.643121+00:00", + "elapsed_ms": 3080.47, + "returncode": 1, + "prompt_metrics": { + "chars": 6810, + "bytes_utf8": 6810, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad1253e412ab0ab1be87a520b0f962e403f6159b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-d78c-7370-b129-a492980ed92c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c379a491cc299f1e764ce832e64a6437482e3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-e715-7f43-ae7e-365aaf4ea496"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97c8f92d32b528fa518fce8f1050b388ce7f61fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:26.968804+00:00", + "ended_at": "2026-05-19T16:01:30.526165+00:00", + "elapsed_ms": 3557.33, + "returncode": 1, + "prompt_metrics": { + "chars": 6619, + "bytes_utf8": 6619, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1fc87d302d5140c3890d5247bd8a8b046bf23b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:31.528292+00:00", + "ended_at": "2026-05-19T16:01:34.752787+00:00", + "elapsed_ms": 3224.44, + "returncode": 1, + "prompt_metrics": { + "chars": 6619, + "bytes_utf8": 6619, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e64d2b93b5827469b8e1176ca0067b672d2434c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 1219.0, + "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/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e64d2b93b5827469b8e1176ca0067b672d2434c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 1219.0, + "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/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2156f626722ecd51171633d0db6c089d882869a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-7cc4-7982-88f6-d4cdeff6c898"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cf7837e18dbd31e5eb12642e836e8ff90e9b721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-7cc4-7982-88f6-d4cdeff6c898"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d94e740c6e672c08c8b8d64c6694568ef6548d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8e92-7b01-b7e1-8d82f2f9f1d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a724fb11d6906a1d2662566eac22f4f781af8eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8e92-7b01-b7e1-8d82f2f9f1d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_95fb060f27c4fc27/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5914ce7a4a650ff08ff8be6b4a7808c5af5d55bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6636, "bytes_utf8": 6636, "lines": 192, "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": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13902, "cached_input_tokens": 12032, "output_tokens": 320, "reasoning_output_tokens": 221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ed148efc94097ac90d97b225f9c8ee1a51a0718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_a19707772520a1cd", + "api_calls": 0, + "input_tokens": 13902, + "cached_input_tokens": 12032, + "output_tokens": 320, + "total_tokens": 14222, + "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": 8949.52, + "sql_execution_elapsed_ms_total": 7.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/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/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93863de84b49a88c8ccb9530c72eb34ff6086924 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:59.701208+00:00", + "ended_at": "2026-05-19T16:02:08.650756+00:00", + "elapsed_ms": 8949.52, + "prompt_metrics": { + "chars": 6636, + "bytes_utf8": 6636, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13902, + "cached_input_tokens": 12032, + "output_tokens": 320, + "reasoning_output_tokens": 221 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cc9c6f6eba32bd1eb376d9b37d7aacbf29a3841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 454.0, + "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/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c3108e1819732497160c0379cda1b49aa1c17f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-fc85-7d81-afdc-819c0c865239"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Student Country\\\", SUM(CAST(\\\"Question ID\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Student Country\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with \\\"Student Country\\\" as the grouping column. Cast \\\"Question ID\\\" from TEXT to NUMERIC so SQLite can sum its numeric-coded values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13902,"cached_input_tokens":12032,"output_tokens":320,"reasoning_output_tokens":221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..482dee2eef0934f0509900e0e436eb34f3d7382c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Student Country\", SUM(CAST(\"Question ID\" AS NUMERIC)) AS total_measure\nFROM \"c6\"\nGROUP BY \"Student Country\"\nORDER BY total_measure DESC;","notes":"Used the required grouped-sum template with \"Student Country\" as the grouping column. Cast \"Question ID\" from TEXT to NUMERIC so SQLite can sum its numeric-coded values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a19707772520a1cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d1547ad1f0d4825d76be966eb78789a4abfad8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6525, "bytes_utf8": 6525, "lines": 190, "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": 306, "bytes_utf8": 306, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13876, "cached_input_tokens": 12032, "output_tokens": 190, "reasoning_output_tokens": 109}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69afde537d9fcb30a9a7a63ea57ca92113d60576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_b342cce4a83e7000", + "api_calls": 0, + "input_tokens": 13876, + "cached_input_tokens": 12032, + "output_tokens": 190, + "total_tokens": 14066, + "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": 9834.0, + "sql_execution_elapsed_ms_total": 3.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/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/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63639790069dfb163521a1a3cae8b5dbc8f1c611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:51.819057+00:00", + "ended_at": "2026-05-19T16:03:01.653091+00:00", + "elapsed_ms": 9834.0, + "prompt_metrics": { + "chars": 6525, + "bytes_utf8": 6525, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 306, + "bytes_utf8": 306, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13876, + "cached_input_tokens": 12032, + "output_tokens": 190, + "reasoning_output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a32ef277833c37df9c6bfa4a8473ad1f338cd9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Subtopic.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Subtopic", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f600cc579ef60bb759fc8ac7844857a8ed8fb63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-c83c-74e0-b2ab-b3f7e551e30d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Subtopic\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Subtopic\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"Subtopic\\\" to measure subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13876,"cached_input_tokens":12032,"output_tokens":190,"reasoning_output_tokens":109}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..192062fba0bf78c3a94f490bd80c3c32d42643f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Subtopic\", COUNT(*) AS \"row_count\"\nFROM \"c6\"\nGROUP BY \"Subtopic\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"Subtopic\" to measure subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b342cce4a83e7000/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7d1d4998311c3b656bd64bccc45678bf202c5005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:19.522561+00:00", + "ended_at": "2026-05-19T16:19:22.511974+00:00", + "elapsed_ms": 2989.38, + "returncode": 1, + "prompt_metrics": { + "chars": 6616, + "bytes_utf8": 6616, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44a9752ed10c8f34f0424deb30dbc989e8fefa04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:23.514242+00:00", + "ended_at": "2026-05-19T16:19:26.446978+00:00", + "elapsed_ms": 2932.69, + "returncode": 1, + "prompt_metrics": { + "chars": 6616, + "bytes_utf8": 6616, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50fb9537d85b056bfe0e7d3d237f4866af35349e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Type of Answer.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Type of Answer", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..50fb9537d85b056bfe0e7d3d237f4866af35349e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Type of Answer.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Type of Answer", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e12ca12cb41df86179a8ee5011ddb6bed13ef5fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-da64-7cb0-a257-20d606de6fdc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4df4d58b4296b8bd30668e9f32ed2729eb9d4104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-da64-7cb0-a257-20d606de6fdc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d6e1d6dc4b7dd3b6a226c7a26d0fe9f29556d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ea07-7813-804a-52dd8a74e1e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cfcf37e25bd013006f01e24f3e81ddb643b31cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ea07-7813-804a-52dd8a74e1e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c7cc8152b574c534/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd138de35693b4c8e9570a64440a9fdbdcd3a237 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:30.408613+00:00", + "ended_at": "2026-05-19T16:18:33.146079+00:00", + "elapsed_ms": 2737.44, + "returncode": 1, + "prompt_metrics": { + "chars": 6604, + "bytes_utf8": 6604, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06ef8fe5a8074915209229cb9701d85bb8779dbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:34.148238+00:00", + "ended_at": "2026-05-19T16:18:38.651624+00:00", + "elapsed_ms": 4503.34, + "returncode": 1, + "prompt_metrics": { + "chars": 6604, + "bytes_utf8": 6604, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6dcaf792e17040dd6ad9c8b881238198262e086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Subtopic.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Subtopic", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6dcaf792e17040dd6ad9c8b881238198262e086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,190 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Subtopic.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Subtopic", + "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": 1219.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..545ebe334612262dcc2b8ce257ba33bea4d9809b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1a8b-7a30-bf25-81a870a766ff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ed0e8f19224aac2238968b5e1e0e87724fecf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1a8b-7a30-bf25-81a870a766ff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30442ff3e25a31a67fc8958d03d2934ba5f1950c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-291d-7923-a94e-72f84ccb811c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede3cf38407149a86d1f8472f097aa4da9514805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-291d-7923-a94e-72f84ccb811c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e3eacc3f16e45289/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b36525d1fdaf12626b18a05216c92a1453524f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:14.541816+00:00", + "ended_at": "2026-05-19T16:13:17.287583+00:00", + "elapsed_ms": 2745.74, + "returncode": 1, + "prompt_metrics": { + "chars": 6792, + "bytes_utf8": 6792, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4bfe1dc2682062627b2d75b305cd7453b39a28e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:18.289798+00:00", + "ended_at": "2026-05-19T16:13:21.472865+00:00", + "elapsed_ms": 3183.02, + "returncode": 1, + "prompt_metrics": { + "chars": 6792, + "bytes_utf8": 6792, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85cc3a697d07290a34389c2be7ab166653f5103f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "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": 1077.0, + "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/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85cc3a697d07290a34389c2be7ab166653f5103f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,192 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c6 +- dataset_name: Dataset For Assessing Mathematics Learning In Higher Education +- table_name: c6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 7 feature columns and target `Type of Answer`. +- task_type: classification +- target_column: Type of Answer +- main_row_count: 9546 +- important_fields: +- Student ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Student ID. +- Student Country: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Student Country. +- Question ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for Question ID. +- Type of Answer: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Type of Answer. +- Question Level: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Question Level. +- Topic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Topic. +- Subtopic: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Subtopic. +- Keywords: role=feature, type=free_text. tags=['high_cardinality_candidate', 'text_exclude'] desc=Text field for Keywords. +- useful_field_combinations: [['Student Country', 'Type of Answer', 'Type of Answer'], ['Student Country', 'Student Country', 'Type of Answer'], ['Student Country', 'Question Level', 'Type of Answer']] +- fields_requiring_caution: ['Type of Answer', 'Keywords'] +- source_url: https://archive.ics.uci.edu/dataset/1031/dataset+for+assessing+mathematics+learning+in+higher+education + +SQLite schema snapshot: +{ + "table_name": "c6", + "quoted_table_name": "\"c6\"", + "row_count": 9546, + "columns": [ + { + "name": "Student ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Student Country", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Type of Answer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Question Level", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Topic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Subtopic", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Keywords", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Student ID": "647", + "Student Country": "Ireland", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "41", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "340", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "641", + "Student Country": "Italy", + "Question ID": "77", + "Type of Answer": "0", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + }, + { + "Student ID": "669", + "Student Country": "Portugal", + "Question ID": "77", + "Type of Answer": "1", + "Question Level": "Basic", + "Topic": "Statistics", + "Subtopic": "Statistics", + "Keywords": "Stem and Leaf diagram,Relative frequency,Sample,Frequency" + } + ] +} + +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": "c6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "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": 1077.0, + "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/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73664b099ee39ef3bbe937aae3526540f39c5042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-48a9-72a1-a091-dc71685b3713"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..624d0996c656469a1212b19550ef508556f17a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-48a9-72a1-a091-dc71685b3713"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d344227cf7cf8900342a1c0fa5162581e0adedf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-575a-7511-9a1e-905d45e82dd7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb19751d34d91af4a11dfc76e196a7f7e0fc80cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-575a-7511-9a1e-905d45e82dd7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e641aabd919f2027/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e372f280a865391ab2c1cb9bddb597210aaa5cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:33.660715+00:00", + "ended_at": "2026-05-19T16:15:41.243329+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_00914051956d6447", + "problem_id": "v2p_m5_ce84b83ae7931789", + "dataset_id": "m5", + "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=Admission grade.", + "bindings": { + "measure_col": "Admission grade", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "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/m5/artifacts/v2q_m5_00914051956d6447/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b5dced9fa26c1aa67f55ae7b4d88212773d8a9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:36.445996+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": 2782.74, "started_at": "2026-05-19T16:15:33.662471+00:00", "ended_at": "2026-05-19T16:15:36.445233+00:00", "prompt_metrics": {"chars": 21129, "bytes_utf8": 21129, "lines": 538, "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\":\"019e4105-681b-75b1-bee2-e26e737af3f7\"}\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": "2026-05-19T16:15:41.243238+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": 3795.15, "started_at": "2026-05-19T16:15:37.447308+00:00", "ended_at": "2026-05-19T16:15:41.242494+00:00", "prompt_metrics": {"chars": 21129, "bytes_utf8": 21129, "lines": 538, "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\":\"019e4105-76da-76f3-806e-9df43fe67e00\"}\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/m5/artifacts/v2q_m5_00f186cf319e5798/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa18cf6c7081aa26345d226ced201d549ba92e12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:22.327120+00:00", + "ended_at": "2026-05-19T16:26:30.275023+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_00f186cf319e5798", + "problem_id": "v2p_m5_e5743d4b08804bea", + "dataset_id": "m5", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Curricular units 1st sem (approved)", + "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": 9.0, + "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" + ], + "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=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_00f186cf319e5798/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18575a61d7de44f707bd0e87bcf9a88e218bcba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:26.003834+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": 3657.46, "started_at": "2026-05-19T16:26:22.344290+00:00", "ended_at": "2026-05-19T16:26:26.001798+00:00", "prompt_metrics": {"chars": 20988, "bytes_utf8": 20988, "lines": 538, "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-4e92-7d90-8b3e-3b2db7b28e81\"}\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": "2026-05-19T16:26:30.274871+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": 3266.39, "started_at": "2026-05-19T16:26:27.007091+00:00", "ended_at": "2026-05-19T16:26:30.273558+00:00", "prompt_metrics": {"chars": 20988, "bytes_utf8": 20988, "lines": 538, "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-60bf-79f1-abd1-80de1ecc1d4f\"}\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/m5/artifacts/v2q_m5_045be7ae4477d27f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a2ec0f5ce75630ab7698e58c28af671eff10819 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:13.240454+00:00", + "ended_at": "2026-05-19T16:20:20.311502+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_045be7ae4477d27f", + "problem_id": "v2p_m5_2dcb0f42f8cce8a2", + "dataset_id": "m5", + "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=Curricular units 1st sem (approved), measure_col=Previous qualification.", + "bindings": { + "group_col": "Curricular units 1st sem (approved)", + "measure_col": "Previous qualification", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_045be7ae4477d27f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5266ed691641e06bf25b2c3b7c7c302176a32dfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:16.460926+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": 3217.98, "started_at": "2026-05-19T16:20:13.242259+00:00", "ended_at": "2026-05-19T16:20:16.460257+00:00", "prompt_metrics": {"chars": 21204, "bytes_utf8": 21204, "lines": 540, "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-ac24-7d91-9045-613235eac723\"}\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": "2026-05-19T16:20:20.311378+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": 2848.41, "started_at": "2026-05-19T16:20:17.461895+00:00", "ended_at": "2026-05-19T16:20:20.310332+00:00", "prompt_metrics": {"chars": 21204, "bytes_utf8": 21204, "lines": 540, "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-bcd4-7c60-8526-402ba2ca769b\"}\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/m5/artifacts/v2q_m5_0535442dfb9736a9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6401c88969ada93ea9bf467513c8903333f32b90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:24.936331+00:00", + "ended_at": "2026-05-19T16:16:34.713875+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_0535442dfb9736a9", + "problem_id": "v2p_m5_91fbf731b7ad4d08", + "dataset_id": "m5", + "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=Father's qualification, measure_col=Curricular units 1st sem (without evaluations).", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Curricular units 1st sem (without evaluations)", + "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": 0.0, + "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": "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/m5/artifacts/v2q_m5_0535442dfb9736a9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c51d3ff5fa8471595724ad44ed5bc946f635392a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:28.983123+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": 4043.07, "started_at": "2026-05-19T16:16:24.938883+00:00", "ended_at": "2026-05-19T16:16:28.982055+00:00", "prompt_metrics": {"chars": 21601, "bytes_utf8": 21601, "lines": 540, "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\":\"019e4106-30e5-7f90-b360-9d910366718e\"}\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": "2026-05-19T16:16:34.713759+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": 4726.99, "started_at": "2026-05-19T16:16:29.985552+00:00", "ended_at": "2026-05-19T16:16:34.712612+00:00", "prompt_metrics": {"chars": 21601, "bytes_utf8": 21601, "lines": 540, "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\":\"019e4106-448c-78b3-b483-a17bb3b227e7\"}\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/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d277b4f7ebfa65de5fca1279d34b9639d578428a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:34.168557+00:00", + "ended_at": "2026-05-19T16:24:37.621923+00:00", + "elapsed_ms": 3453.33, + "returncode": 1, + "prompt_metrics": { + "chars": 21214, + "bytes_utf8": 21214, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb01bf49bba6c35a746bd4f573d5b80e50d0ff7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:38.624454+00:00", + "ended_at": "2026-05-19T16:24:44.980328+00:00", + "elapsed_ms": 6355.82, + "returncode": 1, + "prompt_metrics": { + "chars": 21214, + "bytes_utf8": 21214, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5eee9ea6c2465cfc42fe30a787444654185a41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previous qualification, condition_col=Debtor.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5eee9ea6c2465cfc42fe30a787444654185a41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previous qualification, condition_col=Debtor.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f6013f38a2ad06068157e8e5b767affd4fd4494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-a7f8-7b13-998b-70c30a2db546"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a32633c8b4bfd6fe28178fc73b2dfe32375f839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-a7f8-7b13-998b-70c30a2db546"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dcd7d746f3cf6e9f02be98cdfabf8e0d1908a08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b968-71a1-b200-42fb4011a73a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..49089c5626558188ca2075ad432177f298c60692 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b968-71a1-b200-42fb4011a73a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1089a3ab8a9cc3b677ec919f3f53588696019251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:34.165770+00:00", + "ended_at": "2026-05-19T16:24:44.981569+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_059eb3c1e28722e6", + "problem_id": "v2p_m5_a96255c62cc80d50", + "dataset_id": "m5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previous qualification, condition_col=Debtor.", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_059eb3c1e28722e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e758f24fb148e788c63d9c671ed6fde230886d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_059eb3c1e28722e6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:37.622908+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": 3453.33, "started_at": "2026-05-19T16:24:34.168557+00:00", "ended_at": "2026-05-19T16:24:37.621923+00:00", "prompt_metrics": {"chars": 21214, "bytes_utf8": 21214, "lines": 543, "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-a7f8-7b13-998b-70c30a2db546\"}\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": "2026-05-19T16:24:44.981447+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": 6355.82, "started_at": "2026-05-19T16:24:38.624454+00:00", "ended_at": "2026-05-19T16:24:44.980328+00:00", "prompt_metrics": {"chars": 21214, "bytes_utf8": 21214, "lines": 543, "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-b968-71a1-b200-42fb4011a73a\"}\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/m5/artifacts/v2q_m5_06f2094110fcaa4e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..928304f0dea3dadf26474a4638dbc8bd7967cb80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:21.196062+00:00", + "ended_at": "2026-05-19T16:09:28.470117+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_06f2094110fcaa4e", + "problem_id": "v2p_m5_30bd17ddda350796", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Age at enrollment.", + "bindings": { + "group_col": "Age at enrollment", + "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": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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/m5/artifacts/v2q_m5_06f2094110fcaa4e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91677d889a14947ac24d023b41e38eeeabd6a403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:24.380834+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": 3181.95, "started_at": "2026-05-19T16:09:21.197740+00:00", "ended_at": "2026-05-19T16:09:24.379715+00:00", "prompt_metrics": {"chars": 20871, "bytes_utf8": 20871, "lines": 538, "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\":\"019e40ff-b92b-7243-be39-49f394764302\"}\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": "2026-05-19T16:09:28.469965+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": 3086.08, "started_at": "2026-05-19T16:09:25.383107+00:00", "ended_at": "2026-05-19T16:09:28.469231+00:00", "prompt_metrics": {"chars": 20871, "bytes_utf8": 20871, "lines": 538, "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\":\"019e40ff-c992-7113-9a13-492f12cfd03a\"}\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/m5/artifacts/v2q_m5_07460ac7fd05b180/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb2f67a992d580714450e3473d06319cbac73954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:18.019280+00:00", + "ended_at": "2026-05-19T16:24:25.935557+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_07460ac7fd05b180", + "problem_id": "v2p_m5_45ef6d22c8ffccb6", + "dataset_id": "m5", + "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": "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 direction_consistency with semantic role within_group_proportion. Focus on group_col=Daytime/evening attendance, condition_col=Educational special needs.", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_07460ac7fd05b180/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d91b0df20351753f3b8656553e8aee7683f4f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:21.457372+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": 3434.2, "started_at": "2026-05-19T16:24:18.021968+00:00", "ended_at": "2026-05-19T16:24:21.456207+00:00", "prompt_metrics": {"chars": 21256, "bytes_utf8": 21256, "lines": 543, "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-68cf-78c2-ab8d-fd591472a162\"}\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": "2026-05-19T16:24:25.935447+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": 3474.68, "started_at": "2026-05-19T16:24:22.459623+00:00", "ended_at": "2026-05-19T16:24:25.934371+00:00", "prompt_metrics": {"chars": 21256, "bytes_utf8": 21256, "lines": 543, "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-7a19-7080-aa3d-a15779d5d9f1\"}\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/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d5ecfae2d9d032dfaa9c95cdb1eb69db4c9ac8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:24.255305+00:00", + "ended_at": "2026-05-19T16:07:27.320609+00:00", + "elapsed_ms": 3065.28, + "returncode": 1, + "prompt_metrics": { + "chars": 21007, + "bytes_utf8": 21007, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aef0a29dea50e53c521a698df521a48dcf6200f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:28.322645+00:00", + "ended_at": "2026-05-19T16:07:31.324187+00:00", + "elapsed_ms": 3001.51, + "returncode": 1, + "prompt_metrics": { + "chars": 21007, + "bytes_utf8": 21007, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..570c924281a43e69c4bf040adcd70dc27df1c3c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Daytime/evening attendance, measure_col=Previous qualification.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Previous qualification", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..570c924281a43e69c4bf040adcd70dc27df1c3c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Daytime/evening attendance, measure_col=Previous qualification.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Previous qualification", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f7baa112057d8be16cae8362a6281c0cf410411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f05c-76b0-a8cd-bb9134418d60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff45a03015a184dc869672fa30234f9940416058 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f05c-76b0-a8cd-bb9134418d60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed6fc3e770614613820b13c0207b4c709f38c69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0045-7e90-8cc8-4c15950a9dfa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4a601ad6df3a05c4efd316c88b9e061992bc24c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0045-7e90-8cc8-4c15950a9dfa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3680d87caebfe2cee4e3b9e930bac0207d0cf64f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:07:24.253846+00:00", + "ended_at": "2026-05-19T16:07:31.324985+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_082d093ad3045252", + "problem_id": "v2p_m5_f0a094cf206adfe6", + "dataset_id": "m5", + "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_rank_order", + "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=Daytime/evening attendance, measure_col=Previous qualification.", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Previous qualification", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_082d093ad3045252/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..095a914ed188364eed4c8bab5f1ea5ae41cd6c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_082d093ad3045252/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:27.321413+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": 3065.28, "started_at": "2026-05-19T16:07:24.255305+00:00", "ended_at": "2026-05-19T16:07:27.320609+00:00", "prompt_metrics": {"chars": 21007, "bytes_utf8": 21007, "lines": 540, "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-f05c-76b0-a8cd-bb9134418d60\"}\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": "2026-05-19T16:07:31.324899+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": 3001.51, "started_at": "2026-05-19T16:07:28.322645+00:00", "ended_at": "2026-05-19T16:07:31.324187+00:00", "prompt_metrics": {"chars": 21007, "bytes_utf8": 21007, "lines": 540, "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\":\"019e40fe-0045-7e90-8cc8-4c15950a9dfa\"}\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/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ab00c23b0c2dba1bb790cd087102a1bc6c465ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 20978, "bytes_utf8": 20978, "lines": 540, "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": 20978, "bytes_utf8": 20978, "lines": 540, "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": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17849, "cached_input_tokens": 12032, "output_tokens": 236, "reasoning_output_tokens": 135}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d12b11d6a0bcd5e978e6639fa8364c5a95470870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_0abe7b65c0826daa", + "api_calls": 0, + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 236, + "total_tokens": 18085, + "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": 11007.38, + "sql_execution_elapsed_ms_total": 2.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2de73ec02d10604192dcc6e6b4202a32aa8da74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:18.090381+00:00", + "ended_at": "2026-05-19T16:06:21.100132+00:00", + "elapsed_ms": 3009.72, + "returncode": 1, + "prompt_metrics": { + "chars": 20978, + "bytes_utf8": 20978, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e82c36f24b57aa9af9117d18a3aeeb31f170a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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": "2026-05-19T16:06:22.102120+00:00", + "ended_at": "2026-05-19T16:06:30.099808+00:00", + "elapsed_ms": 7997.66, + "prompt_metrics": { + "chars": 20978, + "bytes_utf8": 20978, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 236, + "reasoning_output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beda49caad78649cd3b934d39a1b21fdc0487b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Application mode, measure_col=Application mode.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Application mode", + "measure_col": "Application mode", + "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": 18.0, + "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/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..beda49caad78649cd3b934d39a1b21fdc0487b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Application mode, measure_col=Application mode.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Application mode", + "measure_col": "Application mode", + "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": 18.0, + "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/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec308af3c5576de4001f40e8025834fd3c20996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ee15-7990-a500-c6fc227c88d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a44668b3b453add65af61f4fb5a78fe0fe98e28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ee15-7990-a500-c6fc227c88d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36ef94c708468ff644f381c29137ae5dc5b35914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-fd9f-7530-8def-c52ba1c58ca8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Application mode\\\", SUM(CAST(\\\"Application mode\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Application mode\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col and measure_col both bound to \\\"Application mode\\\". CAST to NUMERIC is used because the schema snapshot stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17849,"cached_input_tokens":12032,"output_tokens":236,"reasoning_output_tokens":135}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76d08b79d873735ce6822fabd7e19baa82f0abf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Application mode\", SUM(CAST(\"Application mode\" AS NUMERIC)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Application mode\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col and measure_col both bound to \"Application mode\". CAST to NUMERIC is used because the schema snapshot stores this column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9e304c5bd641df232c0ca7c8c3d204adba5b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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=Application mode, measure_col=Application mode. +Result preview: [{"Application mode": "39", "total_measure": 30615}, {"Application mode": "17", "total_measure": 14824}, {"Application mode": "43", "total_measure": 13416}, {"Application mode": "44", "total_measure": 9372}, {"Application mode": "42", "total_measure": 3234}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a129b5095f287c55a4878c60ab561135d2b97cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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: m5 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m5_0abe7b65c0826daa +-- problem_id: v2p_m5_86b19d8d2fbf3317 +-- realization_mode: agent +-- source_kind: agent +SELECT "Application mode", SUM(CAST("Application mode" AS NUMERIC)) AS total_measure +FROM "m5" +GROUP BY "Application mode" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61611f594b49439954a5153082f697616467f4e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Application mode\", SUM(CAST(\"Application mode\" AS NUMERIC)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Application mode\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Application mode\\\", SUM(CAST(\\\"Application mode\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Application mode\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Application mode\", \"total_measure\"], \"rows\": [{\"Application mode\": \"39\", \"total_measure\": 30615}, {\"Application mode\": \"17\", \"total_measure\": 14824}, {\"Application mode\": \"43\", \"total_measure\": 13416}, {\"Application mode\": \"44\", \"total_measure\": 9372}, {\"Application mode\": \"42\", \"total_measure\": 3234}, {\"Application mode\": \"51\", \"total_measure\": 3009}, {\"Application mode\": \"18\", \"total_measure\": 2232}, {\"Application mode\": \"53\", \"total_measure\": 1855}, {\"Application mode\": \"1\", \"total_measure\": 1708}, {\"Application mode\": \"7\", \"total_measure\": 973}, {\"Application mode\": \"16\", \"total_measure\": 608}, {\"Application mode\": \"15\", \"total_measure\": 450}, {\"Application mode\": \"10\", \"total_measure\": 100}, {\"Application mode\": \"5\", \"total_measure\": 80}, {\"Application mode\": \"57\", \"total_measure\": 57}, {\"Application mode\": \"27\", \"total_measure\": 27}, {\"Application mode\": \"26\", \"total_measure\": 26}, {\"Application mode\": \"2\", \"total_measure\": 6}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da2ea73e21abe1380d75cba13a8d57df9e8ddb9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:06:18.088634+00:00", + "ended_at": "2026-05-19T16:06:30.104863+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_0abe7b65c0826daa", + "problem_id": "v2p_m5_86b19d8d2fbf3317", + "dataset_id": "m5", + "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_conditional_contrast", + "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=Application mode, measure_col=Application mode.", + "bindings": { + "group_col": "Application mode", + "measure_col": "Application mode", + "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": 18.0, + "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=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0abe7b65c0826daa.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_0abe7b65c0826daa", + "api_calls": 0, + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 236, + "total_tokens": 18085, + "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": 11007.38, + "sql_execution_elapsed_ms_total": 2.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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/m5/artifacts/v2q_m5_0abe7b65c0826daa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7256ada2c07f6ccbdf4fe6eca1cf0d0819716165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:21.101067+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": 3009.72, "started_at": "2026-05-19T16:06:18.090381+00:00", "ended_at": "2026-05-19T16:06:21.100132+00:00", "prompt_metrics": {"chars": 20978, "bytes_utf8": 20978, "lines": 540, "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\":\"019e40fc-ee15-7990-a500-c6fc227c88d1\"}\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": "2026-05-19T16:06:30.100609+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 7997.66, "started_at": "2026-05-19T16:06:22.102120+00:00", "ended_at": "2026-05-19T16:06:30.099808+00:00", "prompt_metrics": {"chars": 20978, "bytes_utf8": 20978, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17849, "cached_input_tokens": 12032, "output_tokens": 236, "reasoning_output_tokens": 135}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Application mode\\\", SUM(CAST(\\\"Application mode\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Application mode\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col and measure_col both bound to \\\"Application mode\\\". CAST to NUMERIC is used because the schema snapshot stores this column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..177c2df67628cba25045399f6e7dc8fbb0c3b655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_0abe7b65c0826daa", + "api_calls": 0, + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 236, + "total_tokens": 18085, + "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": 11007.38, + "sql_execution_elapsed_ms_total": 2.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0abe7b65c0826daa/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/m5/artifacts/v2q_m5_0b194999b6c85e17/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b194999b6c85e17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b63ae48d581aceef165dd9390ba840a153ed13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b194999b6c85e17/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:21:40.010065+00:00", + "ended_at": "2026-05-19T16:21:47.681531+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_0b194999b6c85e17", + "problem_id": "v2p_m5_02a590d92ecc5ac6", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved), measure_col=Mother's occupation.", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "Mother's occupation", + "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": 9.0, + "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=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "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/m5/artifacts/v2q_m5_0b194999b6c85e17/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b194999b6c85e17/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cd54b3105b9c2abd45399eb43cbf48f91122b18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b194999b6c85e17/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:43.360286+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": 3347.73, "started_at": "2026-05-19T16:21:40.011702+00:00", "ended_at": "2026-05-19T16:21:43.359461+00:00", "prompt_metrics": {"chars": 21196, "bytes_utf8": 21196, "lines": 540, "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\":\"019e410a-ff4b-76c2-8b19-124c2948b13e\"}\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": "2026-05-19T16:21:47.681439+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": 3318.25, "started_at": "2026-05-19T16:21:44.362336+00:00", "ended_at": "2026-05-19T16:21:47.680638+00:00", "prompt_metrics": {"chars": 21196, "bytes_utf8": 21196, "lines": 540, "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-1051-7471-a2c6-bb1e7f43760c\"}\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/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ddc2ceb2feb67689ab67496971c86142087a0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Curricular units 1st sem (credited)": "0", "support": 3847, "avg_response": 1.815180660254744}, {"Curricular units 1st sem (credited)": "2", "support": 94, "avg_response": 1.1382978723404256}, {"Curricular units 1st sem (credited)": "1", "support": 85, "avg_response": 1.1647058823529413}, {"Curricular units 1st sem (credited)": "3", "support": 69, "avg_response": 1.1594202898550725}, {"Curricular units 1st sem (credited)": "6", "support": 51, "avg_response": 1.2745098039215685}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..892af156492b7f7ad4cc535aaa3325953a5bc37b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/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: m5 +-- 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_m5_0b8caa3bc9a59d0c +-- problem_id: v2p_m5_0fb266c142aa0c7e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Curricular units 1st sem (credited)", + COUNT(*) AS support, + AVG("Application order") AS avg_response +FROM "m5" +GROUP BY "Curricular units 1st sem (credited)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0404808c9d91b65792b0443f479bf5f86028172e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/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: m5\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_m5_0b8caa3bc9a59d0c\n-- problem_id: v2p_m5_0fb266c142aa0c7e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Curricular units 1st sem (credited)\",\n COUNT(*) AS support,\n AVG(\"Application order\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Curricular units 1st sem (credited)\"\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: m5\\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_m5_0b8caa3bc9a59d0c\\n-- problem_id: v2p_m5_0fb266c142aa0c7e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Curricular units 1st sem (credited)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Application order\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Curricular units 1st sem (credited)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Curricular units 1st sem (credited)\", \"support\", \"avg_response\"], \"rows\": [{\"Curricular units 1st sem (credited)\": \"0\", \"support\": 3847, \"avg_response\": 1.815180660254744}, {\"Curricular units 1st sem (credited)\": \"2\", \"support\": 94, \"avg_response\": 1.1382978723404256}, {\"Curricular units 1st sem (credited)\": \"1\", \"support\": 85, \"avg_response\": 1.1647058823529413}, {\"Curricular units 1st sem (credited)\": \"3\", \"support\": 69, \"avg_response\": 1.1594202898550725}, {\"Curricular units 1st sem (credited)\": \"6\", \"support\": 51, \"avg_response\": 1.2745098039215685}, {\"Curricular units 1st sem (credited)\": \"4\", \"support\": 47, \"avg_response\": 1.127659574468085}, {\"Curricular units 1st sem (credited)\": \"5\", \"support\": 41, \"avg_response\": 1.170731707317073}, {\"Curricular units 1st sem (credited)\": \"7\", \"support\": 41, \"avg_response\": 1.0}, {\"Curricular units 1st sem (credited)\": \"8\", \"support\": 31, \"avg_response\": 1.032258064516129}, {\"Curricular units 1st sem (credited)\": \"9\", \"support\": 27, \"avg_response\": 1.1111111111111112}, {\"Curricular units 1st sem (credited)\": \"11\", \"support\": 17, \"avg_response\": 1.2352941176470589}, {\"Curricular units 1st sem (credited)\": \"14\", \"support\": 15, \"avg_response\": 1.0666666666666667}, {\"Curricular units 1st sem (credited)\": \"10\", \"support\": 15, \"avg_response\": 0.9333333333333333}, {\"Curricular units 1st sem (credited)\": \"13\", \"support\": 13, \"avg_response\": 1.3846153846153846}, {\"Curricular units 1st sem (credited)\": \"12\", \"support\": 12, \"avg_response\": 1.0}, {\"Curricular units 1st sem (credited)\": \"15\", \"support\": 5, \"avg_response\": 2.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..839e71c14f78c9b6531684b997281e2f995c9172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.206394+00:00", + "ended_at": "2026-05-19T16:30:30.209293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_0b8caa3bc9a59d0c", + "problem_id": "v2p_m5_0fb266c142aa0c7e", + "dataset_id": "m5", + "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=Application order, key_col=Curricular units 1st sem (credited).", + "bindings": { + "key_col": "Curricular units 1st sem (credited)", + "measure_col": "Application order", + "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=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0b8caa3bc9a59d0c.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/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0b8caa3bc9a59d0c/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/m5/artifacts/v2q_m5_0fdc41c3bd138526/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5cb14f3f2f6ab3e4f6847fc999e33c981876671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3894, "support_share": 0.8801989150090416, "support_rank": 1}, {"value_label": "1", "support": 107, "support_share": 0.02418625678119349, "support_rank": 2}, {"value_label": "2", "support": 92, "support_share": 0.020795660036166366, "support_rank": 3}, {"value_label": "4", "support": 78, "support_share": 0.01763110307414105, "support_rank": 4}, {"value_label": "5", "support": 68, "support_share": 0.015370705244122965, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c19315ae279f73e3037b8006a0d12f526579040d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_0fdc41c3bd138526 +-- problem_id: v2p_m5_54fc7b5f47d8face +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 2nd sem (credited)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 2nd sem (credited)" +) +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/m5/artifacts/v2q_m5_0fdc41c3bd138526/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3665e3969de095716561b284d5640dc70d5084c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m5_0fdc41c3bd138526\n-- problem_id: v2p_m5_54fc7b5f47d8face\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 2nd sem (credited)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 2nd sem (credited)\"\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m5_0fdc41c3bd138526\\n-- problem_id: v2p_m5_54fc7b5f47d8face\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 2nd sem (credited)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 2nd sem (credited)\\\"\\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\": \"0\", \"support\": 3894, \"support_share\": 0.8801989150090416, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 107, \"support_share\": 0.02418625678119349, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 92, \"support_share\": 0.020795660036166366, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 78, \"support_share\": 0.01763110307414105, \"support_rank\": 4}, {\"value_label\": \"5\", \"support\": 68, \"support_share\": 0.015370705244122965, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 49, \"support_share\": 0.011075949367088608, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 26, \"support_share\": 0.005877034358047016, \"support_rank\": 7}, {\"value_label\": \"11\", \"support\": 20, \"support_share\": 0.0045207956600361665, \"support_rank\": 8}, {\"value_label\": \"7\", \"support\": 16, \"support_share\": 0.003616636528028933, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"support_rank\": 10}, {\"value_label\": \"12\", \"support\": 14, \"support_share\": 0.0031645569620253164, \"support_rank\": 11}, {\"value_label\": \"10\", \"support\": 13, \"support_share\": 0.002938517179023508, \"support_rank\": 12}, {\"value_label\": \"8\", \"support\": 12, \"support_share\": 0.0027124773960217, \"support_rank\": 13}, {\"value_label\": \"13\", \"support\": 9, \"support_share\": 0.002034358047016275, \"support_rank\": 14}, {\"value_label\": \"14\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 15}, {\"value_label\": \"15\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 16}, {\"value_label\": \"16\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 17}, {\"value_label\": \"18\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 18}, {\"value_label\": \"19\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 19}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1de2e878ae728dcf3279e7a30da50137c2a866b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.173316+00:00", + "ended_at": "2026-05-19T16:30:30.176213+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_0fdc41c3bd138526", + "problem_id": "v2p_m5_54fc7b5f47d8face", + "dataset_id": "m5", + "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": "value_imbalance_profile", + "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=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)" + }, + "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=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "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/m5/sql/v2q_m5_0fdc41c3bd138526.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/m5/artifacts/v2q_m5_0fdc41c3bd138526/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0fdc41c3bd138526/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/m5/artifacts/v2q_m5_12910cc09165f4a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_12910cc09165f4a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1df816d347d114e6a9f1f1554de42ecf297e8b36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_12910cc09165f4a3/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:41.064959+00:00", + "ended_at": "2026-05-19T16:13:48.204090+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_12910cc09165f4a3", + "problem_id": "v2p_m5_e3c3975dfbbb14e8", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 1st sem (credited).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (credited)", + "predicate_col": "Admission grade", + "predicate_op": ">=", + "predicate_value": 134.8, + "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": 10.0, + "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", + "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=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "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/m5/artifacts/v2q_m5_12910cc09165f4a3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_12910cc09165f4a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6b9fb6bd342c2a59f06c5d5bb1d7e52642f00eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_12910cc09165f4a3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:44.339666+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": 3272.14, "started_at": "2026-05-19T16:13:41.066626+00:00", "ended_at": "2026-05-19T16:13:44.338789+00:00", "prompt_metrics": {"chars": 21332, "bytes_utf8": 21332, "lines": 544, "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-b050-7413-8f44-4983a9d01e8a\"}\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": "2026-05-19T16:13:48.203999+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": 2862.2, "started_at": "2026-05-19T16:13:45.341006+00:00", "ended_at": "2026-05-19T16:13:48.203239+00:00", "prompt_metrics": {"chars": 21332, "bytes_utf8": 21332, "lines": 544, "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-c130-7f31-aed8-91db0d35cac0\"}\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/m5/artifacts/v2q_m5_153b6d8eca798da9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f51ff8cc4d86babac79328a28eafc10d33a321e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/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=Application order, measure_col=Application order. +Result preview: [{"Application order": "1", "total_measure": 3026.0}, {"Application order": "2", "total_measure": 1094.0}, {"Application order": "4", "total_measure": 996.0}, {"Application order": "3", "total_measure": 927.0}, {"Application order": "6", "total_measure": 822.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be9b2929b517a957dac84b366277c131349d8bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/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: m5 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m5_153b6d8eca798da9 +-- problem_id: v2p_m5_bfc685936700602f +-- realization_mode: agent +-- source_kind: agent +SELECT "Application order", SUM(CAST("Application order" AS REAL)) AS total_measure +FROM "m5" +GROUP BY "Application order" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba9b984df0175aecb2ac35d54919a67c911158e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/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 \"Application order\", SUM(CAST(\"Application order\" AS REAL)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Application order\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Application order\\\", SUM(CAST(\\\"Application order\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Application order\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Application order\", \"total_measure\"], \"rows\": [{\"Application order\": \"1\", \"total_measure\": 3026.0}, {\"Application order\": \"2\", \"total_measure\": 1094.0}, {\"Application order\": \"4\", \"total_measure\": 996.0}, {\"Application order\": \"3\", \"total_measure\": 927.0}, {\"Application order\": \"6\", \"total_measure\": 822.0}, {\"Application order\": \"5\", \"total_measure\": 770.0}, {\"Application order\": \"9\", \"total_measure\": 9.0}, {\"Application order\": \"0\", \"total_measure\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b1d1b0d54a56d68c1a30f89c09e3be1cf826dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:06:30.105406+00:00", + "ended_at": "2026-05-19T16:06:40.393596+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_153b6d8eca798da9", + "problem_id": "v2p_m5_bfc685936700602f", + "dataset_id": "m5", + "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_conditional_contrast", + "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=Application order, measure_col=Application order.", + "bindings": { + "group_col": "Application order", + "measure_col": "Application order", + "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": 2.0, + "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=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_153b6d8eca798da9.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_153b6d8eca798da9", + "api_calls": 0, + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 429, + "total_tokens": 18278, + "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": 10281.43, + "sql_execution_elapsed_ms_total": 2.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/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/m5/artifacts/v2q_m5_153b6d8eca798da9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6adabbd9e97a4a77dd19c24b7f74ef81661b236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:06:40.389095+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": 10281.43, "started_at": "2026-05-19T16:06:30.106838+00:00", "ended_at": "2026-05-19T16:06:40.388296+00:00", "prompt_metrics": {"chars": 20979, "bytes_utf8": 20979, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17849, "cached_input_tokens": 12032, "output_tokens": 429, "reasoning_output_tokens": 334}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Application order\\\", SUM(CAST(\\\"Application order\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Application order\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with both group_col and measure_col bound to \\\"Application order\\\". CAST is applied because the schema stores this field as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac7551da13fd9d20ee7d04c985c488be1751e438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_153b6d8eca798da9", + "api_calls": 0, + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 429, + "total_tokens": 18278, + "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": 10281.43, + "sql_execution_elapsed_ms_total": 2.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/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/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2df270b7fc84b8d3e78fb631082128fd7914d1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:44.800641+00:00", + "ended_at": "2026-05-19T16:18:49.449681+00:00", + "elapsed_ms": 4649.01, + "returncode": 1, + "prompt_metrics": { + "chars": 21144, + "bytes_utf8": 21144, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..366b73733ce98017ba3dda1eb39ab20a0018afda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:50.453789+00:00", + "ended_at": "2026-05-19T16:18:53.665623+00:00", + "elapsed_ms": 3211.79, + "returncode": 1, + "prompt_metrics": { + "chars": 21144, + "bytes_utf8": 21144, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d1d3032647bfa8280ad27399e5b3be955957997 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=International, measure_col=Marital status.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "International", + "measure_col": "Marital status", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d1d3032647bfa8280ad27399e5b3be955957997 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=International, measure_col=Marital status.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "International", + "measure_col": "Marital status", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a414db43852e5651528c08dc8fa92112466d57d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-52b0-7b50-abe7-1a6a6b1e8d67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8644c3e4e2ce5b20d3daacd8f31c535fa811ed7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-52b0-7b50-abe7-1a6a6b1e8d67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14950b5136e4bb446c7bf30847f6e7d0ecc837b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-68da-7ee3-88cf-47a4b491efd5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5262fc92325460cdcbeeb645ac2612c91c385591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-68da-7ee3-88cf-47a4b491efd5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7702e0bfee6427dd89a491a4e09f782ced5480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:44.797580+00:00", + "ended_at": "2026-05-19T16:18:53.666890+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_157ca19f33f9e076", + "problem_id": "v2p_m5_bf6e991e3f6f77dc", + "dataset_id": "m5", + "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=International, measure_col=Marital status.", + "bindings": { + "group_col": "International", + "measure_col": "Marital status", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_157ca19f33f9e076/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35c35d7e6a468bb7ed3b49cef3a6aa1eb59a6286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_157ca19f33f9e076/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:49.451270+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": 4649.01, "started_at": "2026-05-19T16:18:44.800641+00:00", "ended_at": "2026-05-19T16:18:49.449681+00:00", "prompt_metrics": {"chars": 21144, "bytes_utf8": 21144, "lines": 540, "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\":\"019e4108-52b0-7b50-abe7-1a6a6b1e8d67\"}\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": "2026-05-19T16:18:53.666721+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": 3211.79, "started_at": "2026-05-19T16:18:50.453789+00:00", "ended_at": "2026-05-19T16:18:53.665623+00:00", "prompt_metrics": {"chars": 21144, "bytes_utf8": 21144, "lines": 540, "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\":\"019e4108-68da-7ee3-88cf-47a4b491efd5\"}\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/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6ca9054eabf35c86b3eb66eb22cd4710cc89fa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:43.572150+00:00", + "ended_at": "2026-05-19T16:08:46.625675+00:00", + "elapsed_ms": 3053.5, + "returncode": 1, + "prompt_metrics": { + "chars": 20888, + "bytes_utf8": 20888, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9fd75030b6a916d9fa83181c4298157396f4677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:47.627528+00:00", + "ended_at": "2026-05-19T16:08:50.486177+00:00", + "elapsed_ms": 2858.62, + "returncode": 1, + "prompt_metrics": { + "chars": 20888, + "bytes_utf8": 20888, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e880190ea9b8d33eeecc68f9731991a61a6f509d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Educational special needs.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Educational special needs", + "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": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e880190ea9b8d33eeecc68f9731991a61a6f509d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Educational special needs.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Educational special needs", + "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": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89fbe09700fa7a469ecbb0306a3478750f6580fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2632-7092-983b-8e9b4cfccabc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdb26e6f243192977ead155cde9b889e5545998e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2632-7092-983b-8e9b4cfccabc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb658efe5231e0143e8809de6189a4ca1a8bfd5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-3607-7962-b471-122d2faca8f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6928ef5c87116a42c524b42db661d05f350bed3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-3607-7962-b471-122d2faca8f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3287164fcc3e8261c0d2b3c1bf986142633994c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:43.570327+00:00", + "ended_at": "2026-05-19T16:08:50.487005+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_15a08e1873dafea3", + "problem_id": "v2p_m5_f572383a069c1e2a", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Educational special needs.", + "bindings": { + "group_col": "Educational special needs", + "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": 25.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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/m5/artifacts/v2q_m5_15a08e1873dafea3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fb06cfa897fd8eb71b161d1f125c6d64b728ae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_15a08e1873dafea3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:46.626463+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": 3053.5, "started_at": "2026-05-19T16:08:43.572150+00:00", "ended_at": "2026-05-19T16:08:46.625675+00:00", "prompt_metrics": {"chars": 20888, "bytes_utf8": 20888, "lines": 538, "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\":\"019e40ff-2632-7092-983b-8e9b4cfccabc\"}\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": "2026-05-19T16:08:50.486902+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": 2858.62, "started_at": "2026-05-19T16:08:47.627528+00:00", "ended_at": "2026-05-19T16:08:50.486177+00:00", "prompt_metrics": {"chars": 20888, "bytes_utf8": 20888, "lines": 538, "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\":\"019e40ff-3607-7962-b471-122d2faca8f5\"}\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/m5/artifacts/v2q_m5_160f5120ea153fc2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b68cc306a5899594c7e5a725f4fe019a7d319d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:58.666934+00:00", + "ended_at": "2026-05-19T16:30:05.992653+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_160f5120ea153fc2", + "problem_id": "v2p_m5_a5ff3bb4e5a9b97b", + "dataset_id": "m5", + "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=Mother's qualification, measure_col=GDP.", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "GDP", + "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": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=1/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_160f5120ea153fc2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ef65791bad33729e3ce3b7238688f59143808f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:01.793814+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": 3123.17, "started_at": "2026-05-19T16:29:58.669577+00:00", "ended_at": "2026-05-19T16:30:01.792782+00:00", "prompt_metrics": {"chars": 21043, "bytes_utf8": 21043, "lines": 540, "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\":\"019e4112-9b72-78e1-a777-8f141acc19b4\"}\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": "2026-05-19T16:30:05.992532+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": 3195.81, "started_at": "2026-05-19T16:30:02.795491+00:00", "ended_at": "2026-05-19T16:30:05.991378+00:00", "prompt_metrics": {"chars": 21043, "bytes_utf8": 21043, "lines": 540, "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\":\"019e4112-ab97-7491-921e-844064fa7518\"}\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/m5/artifacts/v2q_m5_1638887339f9943e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f99dac777ac2febbc0a447cf81dc8b99d560442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:17.254490+00:00", + "ended_at": "2026-05-19T16:16:24.935829+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1638887339f9943e", + "problem_id": "v2p_m5_bf78796f0aa5a662", + "dataset_id": "m5", + "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=Mother's qualification, measure_col=Curricular units 1st sem (grade).", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Curricular units 1st sem (grade)", + "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": 13.0, + "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": "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/m5/artifacts/v2q_m5_1638887339f9943e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98381d21ee887130d131497af1a5d7abacbc5c18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:20.370401+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": 3112.13, "started_at": "2026-05-19T16:16:17.257159+00:00", "ended_at": "2026-05-19T16:16:20.369334+00:00", "prompt_metrics": {"chars": 21576, "bytes_utf8": 21576, "lines": 540, "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\":\"019e4106-1314-7300-9ba8-c09b6ac3a216\"}\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": "2026-05-19T16:16:24.935693+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": 3561.56, "started_at": "2026-05-19T16:16:21.372892+00:00", "ended_at": "2026-05-19T16:16:24.934533+00:00", "prompt_metrics": {"chars": 21576, "bytes_utf8": 21576, "lines": 540, "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\":\"019e4106-230e-7793-92b1-fb6061c2804a\"}\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/m5/artifacts/v2q_m5_177a64aff59ef806/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_177a64aff59ef806/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6d0788ab17fd6b7ec086d72b224cd275c30ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_177a64aff59ef806/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:05:41.352602+00:00", + "ended_at": "2026-05-19T16:06:03.483348+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_177a64aff59ef806", + "problem_id": "v2p_m5_74a40d1e658ed3e6", + "dataset_id": "m5", + "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=Marital status, measure_col=Marital status.", + "bindings": { + "group_col": "Marital status", + "measure_col": "Marital status", + "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/m5/artifacts/v2q_m5_177a64aff59ef806/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_177a64aff59ef806/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6789bbd77529e71eac7a151e45960b1a96eaf8c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_177a64aff59ef806/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:59.063211+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": 17708.04, "started_at": "2026-05-19T16:05:41.354275+00:00", "ended_at": "2026-05-19T16:05:59.062341+00:00", "prompt_metrics": {"chars": 20967, "bytes_utf8": 20967, "lines": 540, "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\":\"019e40fc-5e5e-7973-bd2f-656b2841b54e\"}\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": "2026-05-19T16:06:03.483208+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": 3417.09, "started_at": "2026-05-19T16:06:00.064326+00:00", "ended_at": "2026-05-19T16:06:03.481448+00:00", "prompt_metrics": {"chars": 20967, "bytes_utf8": 20967, "lines": 540, "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\":\"019e40fc-a7a6-7f30-8ff0-84af9c893f29\"}\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/m5/artifacts/v2q_m5_18c28dc147dc09ad/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..905c463d236d81acd4b9c84d9ba88f33ed990c68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3717, "support_share": 0.8401898734177216, "support_rank": 1}, {"value_label": "39", "support": 219, "support_share": 0.04950271247739602, "support_rank": 2}, {"value_label": "19", "support": 162, "support_share": 0.036618444846292945, "support_rank": 3}, {"value_label": "3", "support": 126, "support_share": 0.028481012658227847, "support_rank": 4}, {"value_label": "12", "support": 45, "support_share": 0.010171790235081375, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeb67caf68c5bd7d1d364d5b81327359a90794a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/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: m5 +-- 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_m5_18c28dc147dc09ad +-- problem_id: v2p_m5_ddb892d23298b91a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Previous qualification" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Previous qualification" +) +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/m5/artifacts/v2q_m5_18c28dc147dc09ad/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7d32f74ceffd1d4d121a778f717a089c770f20c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/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: m5\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_m5_18c28dc147dc09ad\n-- problem_id: v2p_m5_ddb892d23298b91a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Previous qualification\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Previous qualification\"\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: m5\\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_m5_18c28dc147dc09ad\\n-- problem_id: v2p_m5_ddb892d23298b91a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Previous qualification\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Previous qualification\\\"\\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\": \"1\", \"support\": 3717, \"support_share\": 0.8401898734177216, \"support_rank\": 1}, {\"value_label\": \"39\", \"support\": 219, \"support_share\": 0.04950271247739602, \"support_rank\": 2}, {\"value_label\": \"19\", \"support\": 162, \"support_share\": 0.036618444846292945, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 126, \"support_share\": 0.028481012658227847, \"support_rank\": 4}, {\"value_label\": \"12\", \"support\": 45, \"support_share\": 0.010171790235081375, \"support_rank\": 5}, {\"value_label\": \"40\", \"support\": 40, \"support_share\": 0.009041591320072333, \"support_rank\": 6}, {\"value_label\": \"42\", \"support\": 36, \"support_share\": 0.0081374321880651, \"support_rank\": 7}, {\"value_label\": \"2\", \"support\": 23, \"support_share\": 0.005198915009041591, \"support_rank\": 8}, {\"value_label\": \"6\", \"support\": 16, \"support_share\": 0.003616636528028933, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 11, \"support_share\": 0.0024864376130198916, \"support_rank\": 10}, {\"value_label\": \"4\", \"support\": 8, \"support_share\": 0.0018083182640144665, \"support_rank\": 11}, {\"value_label\": \"38\", \"support\": 7, \"support_share\": 0.0015822784810126582, \"support_rank\": 12}, {\"value_label\": \"43\", \"support\": 6, \"support_share\": 0.00135623869801085, \"support_rank\": 13}, {\"value_label\": \"10\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 14}, {\"value_label\": \"15\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 15}, {\"value_label\": \"14\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 16}, {\"value_label\": \"5\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 17}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed072385dd2db33cbc23789727c650c248c02132 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.150317+00:00", + "ended_at": "2026-05-19T16:30:30.152939+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_18c28dc147dc09ad", + "problem_id": "v2p_m5_ddb892d23298b91a", + "dataset_id": "m5", + "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=Previous qualification.", + "bindings": { + "group_col": "Previous qualification" + }, + "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/m5/sql/v2q_m5_18c28dc147dc09ad.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/m5/artifacts/v2q_m5_18c28dc147dc09ad/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18c28dc147dc09ad/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/m5/artifacts/v2q_m5_18dea869377afe36/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18dea869377afe36/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81538dfc8a3a58c0676283cd21829dba103de3ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18dea869377afe36/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:17:30.515333+00:00", + "ended_at": "2026-05-19T16:17:38.032625+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_18dea869377afe36", + "problem_id": "v2p_m5_1ab9ed90a842b961", + "dataset_id": "m5", + "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=Displaced, measure_col=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Displaced", + "measure_col": "Curricular units 2nd sem (evaluations)", + "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": 9.0, + "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": "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=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_18dea869377afe36/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18dea869377afe36/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eccdd6cb5053f7a44524945b8585d0caf87823c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_18dea869377afe36/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:33.527350+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": 3008.49, "started_at": "2026-05-19T16:17:30.517694+00:00", "ended_at": "2026-05-19T16:17:33.526229+00:00", "prompt_metrics": {"chars": 21561, "bytes_utf8": 21561, "lines": 540, "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\":\"019e4107-30f4-76a0-a957-72df14e534fc\"}\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": "2026-05-19T16:17:38.032506+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": 3501.88, "started_at": "2026-05-19T16:17:34.529472+00:00", "ended_at": "2026-05-19T16:17:38.031410+00:00", "prompt_metrics": {"chars": 21561, "bytes_utf8": 21561, "lines": 540, "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\":\"019e4107-40b8-7ec0-b284-3b7751d96abb\"}\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/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..715843e5f93ff1b3b9d1a17799ff4f446ed9d422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:58.305903+00:00", + "ended_at": "2026-05-19T16:20:02.290630+00:00", + "elapsed_ms": 3984.7, + "returncode": 1, + "prompt_metrics": { + "chars": 21183, + "bytes_utf8": 21183, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f234a8c763e853cdcfb66d9b2d0d09e1bcea7b85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:03.294090+00:00", + "ended_at": "2026-05-19T16:20:06.424904+00:00", + "elapsed_ms": 3130.76, + "returncode": 1, + "prompt_metrics": { + "chars": 21183, + "bytes_utf8": 21183, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7018da709bc86a4eeb1133709e735d9efea2b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 1st sem (evaluations), measure_col=Course.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "measure_col": "Course", + "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": 9500.0, + "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/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7018da709bc86a4eeb1133709e735d9efea2b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 1st sem (evaluations), measure_col=Course.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "measure_col": "Course", + "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": 9500.0, + "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/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..282cf94a25e2b77335e47f802f8d99c0f99b488c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-71f8-74d0-8cfe-9403e65d90d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e678d9222f5ea190ff061cdfe1de79d4586d33b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-71f8-74d0-8cfe-9403e65d90d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e384e6902ab24a9c14b86989b51d2737f03c54d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-8551-7621-8e1a-9f430f20c16f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d0dbff18df2636fef032060aa5bd7ce3584608e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-8551-7621-8e1a-9f430f20c16f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d881b8bd8f25be0de3cc08295b4d71c473824c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:19:58.304279+00:00", + "ended_at": "2026-05-19T16:20:06.425821+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_19b19a39fe1102bf", + "problem_id": "v2p_m5_c702f3775d4a608c", + "dataset_id": "m5", + "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=Curricular units 1st sem (evaluations), measure_col=Course.", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "measure_col": "Course", + "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": 9500.0, + "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=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "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/m5/artifacts/v2q_m5_19b19a39fe1102bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fffa45bdee19109bc99e9390f97c7a537df157dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_19b19a39fe1102bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:02.291930+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": 3984.7, "started_at": "2026-05-19T16:19:58.305903+00:00", "ended_at": "2026-05-19T16:20:02.290630+00:00", "prompt_metrics": {"chars": 21183, "bytes_utf8": 21183, "lines": 540, "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\":\"019e4109-71f8-74d0-8cfe-9403e65d90d3\"}\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": "2026-05-19T16:20:06.425731+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": 3130.76, "started_at": "2026-05-19T16:20:03.294090+00:00", "ended_at": "2026-05-19T16:20:06.424904+00:00", "prompt_metrics": {"chars": 21183, "bytes_utf8": 21183, "lines": 540, "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\":\"019e4109-8551-7621-8e1a-9f430f20c16f\"}\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/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67d36131d06f7ee44167e63633fd90c498b9ddf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:05.874939+00:00", + "ended_at": "2026-05-19T16:28:09.276926+00:00", + "elapsed_ms": 3401.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21095, + "bytes_utf8": 21095, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85a38854607c99445bda914d108c0bdc8eaf318c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:10.280687+00:00", + "ended_at": "2026-05-19T16:28:13.641270+00:00", + "elapsed_ms": 3360.52, + "returncode": 1, + "prompt_metrics": { + "chars": 21095, + "bytes_utf8": 21095, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..015a7a3416497970f16e0e4525f7b332daa1678f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Marital status, measure_col=Curricular units 2nd sem (enrolled).", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Marital status", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..015a7a3416497970f16e0e4525f7b332daa1678f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Marital status, measure_col=Curricular units 2nd sem (enrolled).", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Marital status", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b65b44cdab77a6ff569d2f62d69f37a5ad26a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e2d6-7ac1-8893-7aa3bd793a0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c471f89f7f81d50170b8607a1dd17f576a1ea0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e2d6-7ac1-8893-7aa3bd793a0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc591e3c89a8196e50a7b29cbc52216ce1b3defb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f3fe-7882-a63f-82d1de2ab807"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..449759779ee798275a9dd488df9857980688a381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f3fe-7882-a63f-82d1de2ab807"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d031e5e92823c324e31e24f56da47d6b21ff6a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:05.870917+00:00", + "ended_at": "2026-05-19T16:28:13.642407+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1bddb309e94ee7d0", + "problem_id": "v2p_m5_9765699bfe47510d", + "dataset_id": "m5", + "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=Marital status, measure_col=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Marital status", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_1bddb309e94ee7d0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90c7b7836972e4f588af975f22b1b628a058cb8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1bddb309e94ee7d0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:09.278270+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": 3401.94, "started_at": "2026-05-19T16:28:05.874939+00:00", "ended_at": "2026-05-19T16:28:09.276926+00:00", "prompt_metrics": {"chars": 21095, "bytes_utf8": 21095, "lines": 540, "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-e2d6-7ac1-8893-7aa3bd793a0a\"}\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": "2026-05-19T16:28:13.642293+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": 3360.52, "started_at": "2026-05-19T16:28:10.280687+00:00", "ended_at": "2026-05-19T16:28:13.641270+00:00", "prompt_metrics": {"chars": 21095, "bytes_utf8": 21095, "lines": 540, "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-f3fe-7882-a63f-82d1de2ab807\"}\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/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1dac5d20a7400abe03b4659326f6deee938aa0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 1171, "support_share": 0.2646925858951175, "cumulative_support": 1171}, {"value_label": "5", "support": 723, "support_share": 0.1634267631103074, "cumulative_support": 1894}, {"value_label": "0", "support": 718, "support_share": 0.16229656419529837, "cumulative_support": 2612}, {"value_label": "7", "support": 471, "support_share": 0.10646473779385172, "cumulative_support": 3083}, {"value_label": "4", "support": 433, "support_share": 0.097875226039783, "cumulative_support": 3516}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f74d6a95038b4b204bcefc1cf09fc5b716cf2d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_1c8d995bdb4c2dbe +-- problem_id: v2p_m5_062e4f205911df13 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 1st sem (approved)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 1st sem (approved)" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba8418de923f4363901575185d47e70e90636b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_1c8d995bdb4c2dbe\n-- problem_id: v2p_m5_062e4f205911df13\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 1st sem (approved)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 1st sem (approved)\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_1c8d995bdb4c2dbe\\n-- problem_id: v2p_m5_062e4f205911df13\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 1st sem (approved)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 1st sem (approved)\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"6\", \"support\": 1171, \"support_share\": 0.2646925858951175, \"cumulative_support\": 1171}, {\"value_label\": \"5\", \"support\": 723, \"support_share\": 0.1634267631103074, \"cumulative_support\": 1894}, {\"value_label\": \"0\", \"support\": 718, \"support_share\": 0.16229656419529837, \"cumulative_support\": 2612}, {\"value_label\": \"7\", \"support\": 471, \"support_share\": 0.10646473779385172, \"cumulative_support\": 3083}, {\"value_label\": \"4\", \"support\": 433, \"support_share\": 0.097875226039783, \"cumulative_support\": 3516}, {\"value_label\": \"3\", \"support\": 269, \"support_share\": 0.06080470162748644, \"cumulative_support\": 3785}, {\"value_label\": \"2\", \"support\": 160, \"support_share\": 0.03616636528028933, \"cumulative_support\": 3945}, {\"value_label\": \"1\", \"support\": 127, \"support_share\": 0.028707052441229657, \"cumulative_support\": 4072}, {\"value_label\": \"8\", \"support\": 108, \"support_share\": 0.024412296564195298, \"cumulative_support\": 4180}, {\"value_label\": \"11\", \"support\": 49, \"support_share\": 0.011075949367088608, \"cumulative_support\": 4229}, {\"value_label\": \"12\", \"support\": 44, \"support_share\": 0.009945750452079566, \"cumulative_support\": 4273}, {\"value_label\": \"9\", \"support\": 40, \"support_share\": 0.009041591320072333, \"cumulative_support\": 4313}, {\"value_label\": \"13\", \"support\": 26, \"support_share\": 0.005877034358047016, \"cumulative_support\": 4339}, {\"value_label\": \"10\", \"support\": 24, \"support_share\": 0.0054249547920434, \"cumulative_support\": 4363}, {\"value_label\": \"18\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"cumulative_support\": 4378}, {\"value_label\": \"14\", \"support\": 14, \"support_share\": 0.0031645569620253164, \"cumulative_support\": 4392}, {\"value_label\": \"17\", \"support\": 10, \"support_share\": 0.0022603978300180833, \"cumulative_support\": 4402}, {\"value_label\": \"15\", \"support\": 7, \"support_share\": 0.0015822784810126582, \"cumulative_support\": 4409}, {\"value_label\": \"16\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"cumulative_support\": 4414}, {\"value_label\": \"21\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4418}, {\"value_label\": \"20\", \"support\": 3, \"support_share\": 0.000678119349005425, \"cumulative_support\": 4421}, {\"value_label\": \"19\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4423}, {\"value_label\": \"26\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4424}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df23dff7bd5477f481a3959db7ef728076922037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.130346+00:00", + "ended_at": "2026-05-19T16:30:30.133365+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1c8d995bdb4c2dbe", + "problem_id": "v2p_m5_062e4f205911df13", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Curricular units 1st sem (approved)" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "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/m5/sql/v2q_m5_1c8d995bdb4c2dbe.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/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1c8d995bdb4c2dbe/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/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb23bc9cd87f5500b0ee860cf51f29d6eaea38ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:32.993722+00:00", + "ended_at": "2026-05-19T16:13:36.057874+00:00", + "elapsed_ms": 3064.13, + "returncode": 1, + "prompt_metrics": { + "chars": 21290, + "bytes_utf8": 21290, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c47e0d872b96e70b62d118e47622fed60fa633b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:37.059628+00:00", + "ended_at": "2026-05-19T16:13:41.063761+00:00", + "elapsed_ms": 4004.11, + "returncode": 1, + "prompt_metrics": { + "chars": 21290, + "bytes_utf8": 21290, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb98ea66bb081352588bf036ca09af41fccbd6ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=International.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "International", + "predicate_col": "Father's occupation", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb98ea66bb081352588bf036ca09af41fccbd6ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=International.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "International", + "predicate_col": "Father's occupation", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0b4e8918bbdca087665604b3c03b01a4eeaac37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-90d9-7e01-ab04-e023fd334f0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c7d897b0f45594c6df7f599d28f0ceb375bcf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-90d9-7e01-ab04-e023fd334f0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd74d8ffd0654b46c31197605d988daa27513f60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a0bc-74a1-8a0d-30f2033cc25d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6669e92034e5931a98ea3bceb034866af40e4a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a0bc-74a1-8a0d-30f2033cc25d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae6c96cfc2012d0f618c64fee6a48180fd8a6df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:32.991493+00:00", + "ended_at": "2026-05-19T16:13:41.064620+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1d1ae4bfb4dec844", + "problem_id": "v2p_m5_ec69e24ef629f00e", + "dataset_id": "m5", + "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=Application mode, group_col_2=International.", + "bindings": { + "group_col": "Application mode", + "group_col_2": "International", + "predicate_col": "Father's occupation", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbd264fe0283193d9b9b8e6bb5d5f507ada71990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1d1ae4bfb4dec844/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:36.058615+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": 3064.13, "started_at": "2026-05-19T16:13:32.993722+00:00", "ended_at": "2026-05-19T16:13:36.057874+00:00", "prompt_metrics": {"chars": 21290, "bytes_utf8": 21290, "lines": 544, "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\":\"019e4103-90d9-7e01-ab04-e023fd334f0a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:41.064531+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": 4004.11, "started_at": "2026-05-19T16:13:37.059628+00:00", "ended_at": "2026-05-19T16:13:41.063761+00:00", "prompt_metrics": {"chars": 21290, "bytes_utf8": 21290, "lines": 544, "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-a0bc-74a1-8a0d-30f2033cc25d\"}\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/m5/artifacts/v2q_m5_1e11ae001fe5d238/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1e11ae001fe5d238/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72347e6c151f679aa2b06fab7966ddab548217a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1e11ae001fe5d238/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:22:04.099620+00:00", + "ended_at": "2026-05-19T16:22:14.684687+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1e11ae001fe5d238", + "problem_id": "v2p_m5_8553232b24c33b35", + "dataset_id": "m5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Inflation rate, condition_col=Scholarship holder.", + "bindings": { + "group_col": "Inflation rate", + "condition_col": "Scholarship holder", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1e11ae001fe5d238/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1e11ae001fe5d238/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f44a23ebf25715a26bf3adeba2c3ba99fa301e02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1e11ae001fe5d238/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:07.846347+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": 3743.84, "started_at": "2026-05-19T16:22:04.101607+00:00", "ended_at": "2026-05-19T16:22:07.845475+00:00", "prompt_metrics": {"chars": 21223, "bytes_utf8": 21223, "lines": 543, "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-5d5c-79b2-956e-3aac446015f6\"}\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": "2026-05-19T16:22:14.684558+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": 5835.16, "started_at": "2026-05-19T16:22:08.848161+00:00", "ended_at": "2026-05-19T16:22:14.683377+00:00", "prompt_metrics": {"chars": 21223, "bytes_utf8": 21223, "lines": 543, "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-701f-7320-bfcc-35339f6e2a4e\"}\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/m5/artifacts/v2q_m5_1f21cd5e2891e122/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f21cd5e2891e122/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b39d6aca47822909f99a3f4144e91f1b52adf875 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f21cd5e2891e122/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:09.926872+00:00", + "ended_at": "2026-05-19T16:10:17.357379+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1f21cd5e2891e122", + "problem_id": "v2p_m5_b7e97bf2718a921f", + "dataset_id": "m5", + "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=Curricular units 2nd sem (evaluations), measure_col=Inflation rate.", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Inflation rate", + "item_col": "Curricular units 1st sem (evaluations)", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_1f21cd5e2891e122/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f21cd5e2891e122/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b26e94f8848169e94e2e22280d0ca08a5c63c6b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f21cd5e2891e122/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:13.284229+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": 3354.58, "started_at": "2026-05-19T16:10:09.928847+00:00", "ended_at": "2026-05-19T16:10:13.283453+00:00", "prompt_metrics": {"chars": 21455, "bytes_utf8": 21455, "lines": 542, "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\":\"019e4100-778d-72b1-930e-0e7bce8f4f91\"}\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": "2026-05-19T16:10:17.357283+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": 3070.99, "started_at": "2026-05-19T16:10:14.285432+00:00", "ended_at": "2026-05-19T16:10:17.356460+00:00", "prompt_metrics": {"chars": 21455, "bytes_utf8": 21455, "lines": 542, "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\":\"019e4100-888a-7933-aad4-3801d21902f1\"}\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/m5/artifacts/v2q_m5_1f4581b0b58836f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f4581b0b58836f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70fb5131555c7a7e6ac94b752d5778710173a2b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f4581b0b58836f3/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:17.104479+00:00", + "ended_at": "2026-05-19T16:12:24.020848+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_1f4581b0b58836f3", + "problem_id": "v2p_m5_9637dccf9642d344", + "dataset_id": "m5", + "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=Application mode, measure_col=Nacionality.", + "bindings": { + "group_col": "Application mode", + "measure_col": "Nacionality", + "item_col": "Nacionality", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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", + "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=11", + "sql_variant_index=2/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "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/m5/artifacts/v2q_m5_1f4581b0b58836f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f4581b0b58836f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ed2d7536b84edcf0eb470caedaed0f9ad1280f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1f4581b0b58836f3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:19.973366+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": 2865.1, "started_at": "2026-05-19T16:12:17.107431+00:00", "ended_at": "2026-05-19T16:12:19.972566+00:00", "prompt_metrics": {"chars": 21375, "bytes_utf8": 21375, "lines": 542, "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\":\"019e4102-684f-74d2-932b-80629c6ebfc0\"}\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": "2026-05-19T16:12:24.020758+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": 3044.62, "started_at": "2026-05-19T16:12:20.975301+00:00", "ended_at": "2026-05-19T16:12:24.019975+00:00", "prompt_metrics": {"chars": 21375, "bytes_utf8": 21375, "lines": 542, "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\":\"019e4102-7765-7723-a487-be206b09f1d1\"}\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/m5/artifacts/v2q_m5_203470231bb13019/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b02ab165c2d8169ec95c289f85747d5501a0ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:14.715996+00:00", + "ended_at": "2026-05-19T16:08:21.932562+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_203470231bb13019", + "problem_id": "v2p_m5_88b0899014024411", + "dataset_id": "m5", + "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_rank_order", + "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=Mother's qualification, measure_col=Mother's qualification.", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Mother's qualification", + "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": 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 + }, + "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=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_203470231bb13019/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2a55319d5b11cea07c1f364817317568866bd9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:17.707895+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": 2988.8, "started_at": "2026-05-19T16:08:14.718335+00:00", "ended_at": "2026-05-19T16:08:17.707166+00:00", "prompt_metrics": {"chars": 20999, "bytes_utf8": 20999, "lines": 540, "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\":\"019e40fe-b57a-7b60-9e85-e9d0075c9e4d\"}\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": "2026-05-19T16:08:21.932471+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": 3222.66, "started_at": "2026-05-19T16:08:18.708929+00:00", "ended_at": "2026-05-19T16:08:21.931619+00:00", "prompt_metrics": {"chars": 20999, "bytes_utf8": 20999, "lines": 540, "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\":\"019e40fe-c51b-7a71-af7e-e670de73ec25\"}\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/m5/artifacts/v2q_m5_209559ba4c875bc7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c257156f9f5276826777e54e54dac47646b2b29f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 965, "support_share": 0.21812839059674502, "cumulative_support": 965}, {"value_label": "0", "support": 870, "support_share": 0.19665461121157324, "cumulative_support": 1835}, {"value_label": "5", "support": 726, "support_share": 0.16410488245931285, "cumulative_support": 2561}, {"value_label": "4", "support": 414, "support_share": 0.09358047016274865, "cumulative_support": 2975}, {"value_label": "7", "support": 331, "support_share": 0.07481916817359856, "cumulative_support": 3306}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75225e1e15639fabd9876ef95d4c9f398c933005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_209559ba4c875bc7 +-- problem_id: v2p_m5_ad824926d9d75f27 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 2nd sem (approved)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 2nd sem (approved)" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19a4acc91969f36189f81147751b1d253755ec34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_209559ba4c875bc7\n-- problem_id: v2p_m5_ad824926d9d75f27\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 2nd sem (approved)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 2nd sem (approved)\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_209559ba4c875bc7\\n-- problem_id: v2p_m5_ad824926d9d75f27\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 2nd sem (approved)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 2nd sem (approved)\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"6\", \"support\": 965, \"support_share\": 0.21812839059674502, \"cumulative_support\": 965}, {\"value_label\": \"0\", \"support\": 870, \"support_share\": 0.19665461121157324, \"cumulative_support\": 1835}, {\"value_label\": \"5\", \"support\": 726, \"support_share\": 0.16410488245931285, \"cumulative_support\": 2561}, {\"value_label\": \"4\", \"support\": 414, \"support_share\": 0.09358047016274865, \"cumulative_support\": 2975}, {\"value_label\": \"7\", \"support\": 331, \"support_share\": 0.07481916817359856, \"cumulative_support\": 3306}, {\"value_label\": \"8\", \"support\": 321, \"support_share\": 0.07255877034358046, \"cumulative_support\": 3627}, {\"value_label\": \"3\", \"support\": 285, \"support_share\": 0.06442133815551537, \"cumulative_support\": 3912}, {\"value_label\": \"2\", \"support\": 198, \"support_share\": 0.044755877034358044, \"cumulative_support\": 4110}, {\"value_label\": \"1\", \"support\": 114, \"support_share\": 0.025768535262206148, \"cumulative_support\": 4224}, {\"value_label\": \"11\", \"support\": 48, \"support_share\": 0.0108499095840868, \"cumulative_support\": 4272}, {\"value_label\": \"10\", \"support\": 38, \"support_share\": 0.008589511754068717, \"cumulative_support\": 4310}, {\"value_label\": \"9\", \"support\": 36, \"support_share\": 0.0081374321880651, \"cumulative_support\": 4346}, {\"value_label\": \"12\", \"support\": 34, \"support_share\": 0.0076853526220614825, \"cumulative_support\": 4380}, {\"value_label\": \"13\", \"support\": 21, \"support_share\": 0.004746835443037975, \"cumulative_support\": 4401}, {\"value_label\": \"17\", \"support\": 8, \"support_share\": 0.0018083182640144665, \"cumulative_support\": 4409}, {\"value_label\": \"14\", \"support\": 6, \"support_share\": 0.00135623869801085, \"cumulative_support\": 4415}, {\"value_label\": \"19\", \"support\": 3, \"support_share\": 0.000678119349005425, \"cumulative_support\": 4418}, {\"value_label\": \"16\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4420}, {\"value_label\": \"18\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4422}, {\"value_label\": \"20\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4424}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfeaf0e530b70a641c0a6d46eb08d0d41016148c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.137137+00:00", + "ended_at": "2026-05-19T16:30:30.140282+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_209559ba4c875bc7", + "problem_id": "v2p_m5_ad824926d9d75f27", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "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/m5/sql/v2q_m5_209559ba4c875bc7.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/m5/artifacts/v2q_m5_209559ba4c875bc7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_209559ba4c875bc7/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/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ceef8bae84dc2f60c0ff3b4eb21e55de16df183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/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=Course, measure_col=Course. +Result preview: [{"Course": "9500", "total_measure": 7277000.0}, {"Course": "9147", "total_measure": 3475860.0}, {"Course": "9238", "total_measure": 3279490.0}, {"Course": "9773", "total_measure": 3234863.0}, {"Course": "9085", "total_measure": 3061645.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd7dff5f42706f8eae4008a21b7409e690483816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/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: m5 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m5_20fb2f3d3b421bd9 +-- problem_id: v2p_m5_534336355dd275a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Course", SUM(CAST("Course" AS REAL)) AS total_measure +FROM "m5" +GROUP BY "Course" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..394e61702e68995402e1ef922d79f29675897df3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Course\", SUM(CAST(\"Course\" AS REAL)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Course\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Course\\\", SUM(CAST(\\\"Course\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Course\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Course\", \"total_measure\"], \"rows\": [{\"Course\": \"9500\", \"total_measure\": 7277000.0}, {\"Course\": \"9147\", \"total_measure\": 3475860.0}, {\"Course\": \"9238\", \"total_measure\": 3279490.0}, {\"Course\": \"9773\", \"total_measure\": 3234863.0}, {\"Course\": \"9085\", \"total_measure\": 3061645.0}, {\"Course\": \"9991\", \"total_measure\": 2677588.0}, {\"Course\": \"9670\", \"total_measure\": 2591560.0}, {\"Course\": \"9254\", \"total_measure\": 2332008.0}, {\"Course\": \"9070\", \"total_measure\": 2049820.0}, {\"Course\": \"9853\", \"total_measure\": 1891776.0}, {\"Course\": \"9003\", \"total_measure\": 1890630.0}, {\"Course\": \"8014\", \"total_measure\": 1723010.0}, {\"Course\": \"9119\", \"total_measure\": 1550230.0}, {\"Course\": \"9130\", \"total_measure\": 1287330.0}, {\"Course\": \"9556\", \"total_measure\": 821816.0}, {\"Course\": \"171\", \"total_measure\": 36765.0}, {\"Course\": \"33\", \"total_measure\": 396.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e6b97b4b660de3ee32fd9f341413b75081c16f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:07:02.480480+00:00", + "ended_at": "2026-05-19T16:07:24.253168+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_20fb2f3d3b421bd9", + "problem_id": "v2p_m5_534336355dd275a1", + "dataset_id": "m5", + "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_rank_order", + "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=Course, measure_col=Course.", + "bindings": { + "group_col": "Course", + "measure_col": "Course", + "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": 9500.0, + "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=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "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/m5/sql/v2q_m5_20fb2f3d3b421bd9.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_20fb2f3d3b421bd9", + "api_calls": 0, + "input_tokens": 17846, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 18463, + "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": 20764.68, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/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/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b5b559e1b23d85844c0c2de62cfb1775bf2e342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:05.622878+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": 3140.24, "started_at": "2026-05-19T16:07:02.481941+00:00", "ended_at": "2026-05-19T16:07:05.622201+00:00", "prompt_metrics": {"chars": 20940, "bytes_utf8": 20940, "lines": 540, "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-9b43-75c1-8bf0-c7299f0be46b\"}\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": "2026-05-19T16:07:24.249429+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 17624.44, "started_at": "2026-05-19T16:07:06.624217+00:00", "ended_at": "2026-05-19T16:07:24.248695+00:00", "prompt_metrics": {"chars": 20940, "bytes_utf8": 20940, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17846, "cached_input_tokens": 12032, "output_tokens": 617, "reasoning_output_tokens": 515}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Course\\\", SUM(CAST(\\\"Course\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Course\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the requested grouped numeric sum template with group_col=\\\"Course\\\" and measure_col=\\\"Course\\\". CAST(\\\"Course\\\" AS REAL) is used because the schema snapshot stores this numeric-coded column as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..92039f6b0dbe491cf2d9360086c1143b26324264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_20fb2f3d3b421bd9", + "api_calls": 0, + "input_tokens": 17846, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 18463, + "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": 20764.68, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/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/m5/artifacts/v2q_m5_21b993b0b5812878/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_21b993b0b5812878/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1357dbfbbd467af7f9bf83852ca2134bd92ecbf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_21b993b0b5812878/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:27.097955+00:00", + "ended_at": "2026-05-19T16:14:34.547581+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_21b993b0b5812878", + "problem_id": "v2p_m5_130fc7f93888e1c3", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (enrolled)", + "predicate_col": "Scholarship holder", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "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/m5/artifacts/v2q_m5_21b993b0b5812878/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_21b993b0b5812878/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99958e9a10f16d28c0ddaded3f9264d83bd85d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_21b993b0b5812878/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:30.119567+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": 3018.81, "started_at": "2026-05-19T16:14:27.099888+00:00", "ended_at": "2026-05-19T16:14:30.118727+00:00", "prompt_metrics": {"chars": 21332, "bytes_utf8": 21332, "lines": 544, "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\":\"019e4104-641a-7d21-a70e-987100a90c60\"}\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": "2026-05-19T16:14:34.547485+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": 3425.92, "started_at": "2026-05-19T16:14:31.120696+00:00", "ended_at": "2026-05-19T16:14:34.546661+00:00", "prompt_metrics": {"chars": 21332, "bytes_utf8": 21332, "lines": 544, "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\":\"019e4104-73d6-7ce0-b3bf-333e6b447246\"}\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/m5/artifacts/v2q_m5_244367c6be76220b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5537c540f41a40cb67f1e4ecc9e2d4062eef45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Previous qualification (grade)": "133.1", "support": 491, "avg_response": 1.5661914460285133}, {"Previous qualification (grade)": "130.0", "support": 375, "avg_response": 1.2506666666666666}, {"Previous qualification (grade)": "140.0", "support": 336, "avg_response": 1.2648809523809523}, {"Previous qualification (grade)": "120.0", "support": 278, "avg_response": 1.3093525179856116}, {"Previous qualification (grade)": "150.0", "support": 162, "avg_response": 1.1728395061728396}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb6fba9001ea499a011683305b7fa8aa0a73fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/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: m5 +-- 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_m5_244367c6be76220b +-- problem_id: v2p_m5_3471c7379a534838 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Previous qualification (grade)", + COUNT(*) AS support, + AVG("Marital status") AS avg_response +FROM "m5" +GROUP BY "Previous qualification (grade)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e589ec52157180029bae65ecc8a0aaa506346fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/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: m5\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_m5_244367c6be76220b\n-- problem_id: v2p_m5_3471c7379a534838\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Previous qualification (grade)\",\n COUNT(*) AS support,\n AVG(\"Marital status\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Previous qualification (grade)\"\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: m5\\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_m5_244367c6be76220b\\n-- problem_id: v2p_m5_3471c7379a534838\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Previous qualification (grade)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Marital status\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Previous qualification (grade)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Previous qualification (grade)\", \"support\", \"avg_response\"], \"rows\": [{\"Previous qualification (grade)\": \"133.1\", \"support\": 491, \"avg_response\": 1.5661914460285133}, {\"Previous qualification (grade)\": \"130.0\", \"support\": 375, \"avg_response\": 1.2506666666666666}, {\"Previous qualification (grade)\": \"140.0\", \"support\": 336, \"avg_response\": 1.2648809523809523}, {\"Previous qualification (grade)\": \"120.0\", \"support\": 278, \"avg_response\": 1.3093525179856116}, {\"Previous qualification (grade)\": \"150.0\", \"support\": 162, \"avg_response\": 1.1728395061728396}, {\"Previous qualification (grade)\": \"125.0\", \"support\": 122, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"135.0\", \"support\": 108, \"avg_response\": 1.0277777777777777}, {\"Previous qualification (grade)\": \"110.0\", \"support\": 101, \"avg_response\": 1.5445544554455446}, {\"Previous qualification (grade)\": \"131.0\", \"support\": 99, \"avg_response\": 1.0505050505050506}, {\"Previous qualification (grade)\": \"160.0\", \"support\": 95, \"avg_response\": 1.3368421052631578}, {\"Previous qualification (grade)\": \"127.0\", \"support\": 93, \"avg_response\": 1.021505376344086}, {\"Previous qualification (grade)\": \"136.0\", \"support\": 93, \"avg_response\": 1.021505376344086}, {\"Previous qualification (grade)\": \"132.0\", \"support\": 91, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"133.0\", \"support\": 88, \"avg_response\": 1.0454545454545454}, {\"Previous qualification (grade)\": \"122.0\", \"support\": 87, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"137.0\", \"support\": 83, \"avg_response\": 1.036144578313253}, {\"Previous qualification (grade)\": \"126.0\", \"support\": 82, \"avg_response\": 1.0121951219512195}, {\"Previous qualification (grade)\": \"128.0\", \"support\": 79, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"141.0\", \"support\": 79, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"123.0\", \"support\": 77, \"avg_response\": 1.025974025974026}, {\"Previous qualification (grade)\": \"100.0\", \"support\": 76, \"avg_response\": 1.5526315789473684}, {\"Previous qualification (grade)\": \"143.0\", \"support\": 72, \"avg_response\": 1.1111111111111112}, {\"Previous qualification (grade)\": \"134.0\", \"support\": 72, \"avg_response\": 1.0416666666666667}, {\"Previous qualification (grade)\": \"138.0\", \"support\": 70, \"avg_response\": 1.0714285714285714}, {\"Previous qualification (grade)\": \"121.0\", \"support\": 69, \"avg_response\": 1.0289855072463767}, {\"Previous qualification (grade)\": \"145.0\", \"support\": 62, \"avg_response\": 1.0161290322580645}, {\"Previous qualification (grade)\": \"124.0\", \"support\": 61, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"142.0\", \"support\": 58, \"avg_response\": 1.0172413793103448}, {\"Previous qualification (grade)\": \"129.0\", \"support\": 57, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"117.0\", \"support\": 52, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"118.0\", \"support\": 52, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"139.0\", \"support\": 49, \"avg_response\": 1.0204081632653061}, {\"Previous qualification (grade)\": \"148.0\", \"support\": 47, \"avg_response\": 1.0212765957446808}, {\"Previous qualification (grade)\": \"115.0\", \"support\": 44, \"avg_response\": 1.1136363636363635}, {\"Previous qualification (grade)\": \"116.0\", \"support\": 42, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"147.0\", \"support\": 36, \"avg_response\": 1.1111111111111112}, {\"Previous qualification (grade)\": \"144.0\", \"support\": 36, \"avg_response\": 1.0555555555555556}, {\"Previous qualification (grade)\": \"146.0\", \"support\": 31, \"avg_response\": 1.032258064516129}, {\"Previous qualification (grade)\": \"170.0\", \"support\": 26, \"avg_response\": 1.2692307692307692}, {\"Previous qualification (grade)\": \"119.0\", \"support\": 24, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"151.0\", \"support\": 23, \"avg_response\": 1.1304347826086956}, {\"Previous qualification (grade)\": \"149.0\", \"support\": 22, \"avg_response\": 1.0454545454545454}, {\"Previous qualification (grade)\": \"114.0\", \"support\": 20, \"avg_response\": 1.05}, {\"Previous qualification (grade)\": \"152.0\", \"support\": 19, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"111.0\", \"support\": 18, \"avg_response\": 1.0555555555555556}, {\"Previous qualification (grade)\": \"113.0\", \"support\": 18, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"112.0\", \"support\": 17, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"154.0\", \"support\": 17, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"108.0\", \"support\": 15, \"avg_response\": 1.0}, {\"Previous qualification (grade)\": \"157.0\", \"support\": 14, \"avg_response\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af7b4b27d70df4126c5fb3c5e9fcf2e116308c80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.184079+00:00", + "ended_at": "2026-05-19T16:30:30.187518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_244367c6be76220b", + "problem_id": "v2p_m5_3471c7379a534838", + "dataset_id": "m5", + "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=Marital status, key_col=Previous qualification (grade).", + "bindings": { + "key_col": "Previous qualification (grade)", + "measure_col": "Marital status", + "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=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_244367c6be76220b.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/m5/artifacts/v2q_m5_244367c6be76220b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_244367c6be76220b/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/m5/artifacts/v2q_m5_2443e9ba359433ec/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ab666c1a6857f3cf421761f2820d70a7afda9b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:26.205643+00:00", + "ended_at": "2026-05-19T16:15:33.660364+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2443e9ba359433ec", + "problem_id": "v2p_m5_4e5f6005c8e723fa", + "dataset_id": "m5", + "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=Father's occupation.", + "bindings": { + "measure_col": "Father's occupation", + "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": 9.0, + "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": [ + "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=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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/m5/artifacts/v2q_m5_2443e9ba359433ec/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c273c1e830c8af86a5ef4edf6475efbc84f97f41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:29.398897+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": 3190.63, "started_at": "2026-05-19T16:15:26.207493+00:00", "ended_at": "2026-05-19T16:15:29.398145+00:00", "prompt_metrics": {"chars": 21136, "bytes_utf8": 21136, "lines": 538, "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\":\"019e4105-4afc-7ef0-ac24-435dcf95ccac\"}\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": "2026-05-19T16:15:33.660274+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": 3258.72, "started_at": "2026-05-19T16:15:30.400745+00:00", "ended_at": "2026-05-19T16:15:33.659506+00:00", "prompt_metrics": {"chars": 21136, "bytes_utf8": 21136, "lines": 538, "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\":\"019e4105-5b7e-7833-b0bf-7264981179c4\"}\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/m5/artifacts/v2q_m5_2500a1dc1c4154b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2500a1dc1c4154b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c71a21bb0e21bd6c107787a6b9a3ea8338a5e7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2500a1dc1c4154b7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:38.439478+00:00", + "ended_at": "2026-05-19T16:11:46.627643+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2500a1dc1c4154b7", + "problem_id": "v2p_m5_14b9ac7da5f7fb59", + "dataset_id": "m5", + "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=Target, measure_col=Previous qualification.", + "bindings": { + "group_col": "Target", + "measure_col": "Previous qualification", + "item_col": "Curricular units 2nd sem (grade)", + "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 + }, + "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=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_2500a1dc1c4154b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2500a1dc1c4154b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..083df5a7152ff5808dee0dd27592ecb785707e65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2500a1dc1c4154b7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:42.485490+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": 4043.46, "started_at": "2026-05-19T16:11:38.441260+00:00", "ended_at": "2026-05-19T16:11:42.484745+00:00", "prompt_metrics": {"chars": 21401, "bytes_utf8": 21401, "lines": 542, "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-d154-7572-97fd-66a491f57ac4\"}\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": "2026-05-19T16:11:46.627557+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": 3140.17, "started_at": "2026-05-19T16:11:43.486627+00:00", "ended_at": "2026-05-19T16:11:46.626823+00:00", "prompt_metrics": {"chars": 21401, "bytes_utf8": 21401, "lines": 542, "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-e4fc-71f2-b775-3ad7687fb18e\"}\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/m5/artifacts/v2q_m5_2508196878bcfa94/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2508196878bcfa94/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd7c88b3e40e585deb454cbd2a78e709f622872c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2508196878bcfa94/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:05.341795+00:00", + "ended_at": "2026-05-19T16:26:14.071030+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2508196878bcfa94", + "problem_id": "v2p_m5_b7f96b4e3bc37276", + "dataset_id": "m5", + "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=Curricular units 1st sem (evaluations).", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "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": 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 + }, + "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=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2508196878bcfa94/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2508196878bcfa94/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1599e6ebb28d3c1a7ec0a365167355367d8545d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2508196878bcfa94/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:09.543213+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": 4196.84, "started_at": "2026-05-19T16:26:05.345255+00:00", "ended_at": "2026-05-19T16:26:09.542145+00:00", "prompt_metrics": {"chars": 20995, "bytes_utf8": 20995, "lines": 538, "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-0c00-7912-a20c-91e865f413ec\"}\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": "2026-05-19T16:26:14.070895+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": 3523.97, "started_at": "2026-05-19T16:26:10.545732+00:00", "ended_at": "2026-05-19T16:26:14.069774+00:00", "prompt_metrics": {"chars": 20995, "bytes_utf8": 20995, "lines": 538, "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-2068-7742-9eeb-3452a9e16a26\"}\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/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b71b8b00cf6c7ca101287210ca51e7ff42173104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:40.784144+00:00", + "ended_at": "2026-05-19T16:22:44.077352+00:00", + "elapsed_ms": 3293.16, + "returncode": 1, + "prompt_metrics": { + "chars": 21205, + "bytes_utf8": 21205, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77e8c0886bc3972133d7d151de6f6cbf943bf9d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:45.080021+00:00", + "ended_at": "2026-05-19T16:22:48.257712+00:00", + "elapsed_ms": 3177.64, + "returncode": 1, + "prompt_metrics": { + "chars": 21205, + "bytes_utf8": 21205, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..239611b52bd594d7ac501c7c6280a44d86158d85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Target, condition_col=Target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Target", + "condition_col": "Target", + "condition_value": "Graduate", + "positive_value": "Graduate", + "negative_value": "Dropout", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..239611b52bd594d7ac501c7c6280a44d86158d85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Target, condition_col=Target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Target", + "condition_col": "Target", + "condition_value": "Graduate", + "positive_value": "Graduate", + "negative_value": "Dropout", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..531b504ec953347c7bcbda8ab0ae22bf81b90d3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ed1a-7b31-8150-689cca22d0c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b31861b53459c1a8ff445ef860cba56bc4e919d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ed1a-7b31-8150-689cca22d0c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f465d4435d580e49fb2b2a8716403dc1063038b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-fdc9-7e53-b9af-14563a2f78f0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..55575b3b0ca0695c9d70b1b7de591b60c595a749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-fdc9-7e53-b9af-14563a2f78f0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fc32e3b31cf87db21347c70b04c2552482b754e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:22:40.780817+00:00", + "ended_at": "2026-05-19T16:22:48.259020+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_258dc9b3132a6fcc", + "problem_id": "v2p_m5_2bfb3995d890b731", + "dataset_id": "m5", + "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=Target, condition_col=Target.", + "bindings": { + "group_col": "Target", + "condition_col": "Target", + "condition_value": "Graduate", + "positive_value": "Graduate", + "negative_value": "Dropout", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_258dc9b3132a6fcc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..833d0afb19710f104e47a9fc966688c479ffa3e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_258dc9b3132a6fcc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:44.078587+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": 3293.16, "started_at": "2026-05-19T16:22:40.784144+00:00", "ended_at": "2026-05-19T16:22:44.077352+00:00", "prompt_metrics": {"chars": 21205, "bytes_utf8": 21205, "lines": 543, "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-ed1a-7b31-8150-689cca22d0c3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:48.258878+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": 3177.64, "started_at": "2026-05-19T16:22:45.080021+00:00", "ended_at": "2026-05-19T16:22:48.257712+00:00", "prompt_metrics": {"chars": 21205, "bytes_utf8": 21205, "lines": 543, "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-fdc9-7e53-b9af-14563a2f78f0\"}\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/m5/artifacts/v2q_m5_26212f45513b53e0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3286320a5c4f522dc87b303d7b6884627f571ab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3026, "support_share": 0.683996383363472, "support_rank": 1}, {"value_label": "2", "support": 547, "support_share": 0.12364376130198915, "support_rank": 2}, {"value_label": "3", "support": 309, "support_share": 0.06984629294755877, "support_rank": 3}, {"value_label": "4", "support": 249, "support_share": 0.05628390596745027, "support_rank": 4}, {"value_label": "5", "support": 154, "support_share": 0.03481012658227848, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bc4af56370f5adf9cb20e0ef426462d2a75dfdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_26212f45513b53e0 +-- problem_id: v2p_m5_b491b15fe1b8df9f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Application order" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Application order" +) +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/m5/artifacts/v2q_m5_26212f45513b53e0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..971dc5720e7f150d7c8d689ce7b6ca5bfd0339b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m5_26212f45513b53e0\n-- problem_id: v2p_m5_b491b15fe1b8df9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Application order\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Application order\"\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m5_26212f45513b53e0\\n-- problem_id: v2p_m5_b491b15fe1b8df9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Application order\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Application order\\\"\\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\": \"1\", \"support\": 3026, \"support_share\": 0.683996383363472, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 547, \"support_share\": 0.12364376130198915, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 309, \"support_share\": 0.06984629294755877, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 249, \"support_share\": 0.05628390596745027, \"support_rank\": 4}, {\"value_label\": \"5\", \"support\": 154, \"support_share\": 0.03481012658227848, \"support_rank\": 5}, {\"value_label\": \"6\", \"support\": 137, \"support_share\": 0.03096745027124774, \"support_rank\": 6}, {\"value_label\": \"0\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 7}, {\"value_label\": \"9\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 8}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e962b239f7b303b05ed8b8fd757fde0d7b47e5ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.147184+00:00", + "ended_at": "2026-05-19T16:30:30.149807+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_26212f45513b53e0", + "problem_id": "v2p_m5_b491b15fe1b8df9f", + "dataset_id": "m5", + "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": "value_imbalance_profile", + "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=Application order.", + "bindings": { + "group_col": "Application order" + }, + "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=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "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/m5/sql/v2q_m5_26212f45513b53e0.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/m5/artifacts/v2q_m5_26212f45513b53e0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26212f45513b53e0/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/m5/artifacts/v2q_m5_26374e80eb0b951c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26374e80eb0b951c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..090b0f71124bc9535cb79004a537216953c2c4bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26374e80eb0b951c/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:55.744633+00:00", + "ended_at": "2026-05-19T16:14:02.874200+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_26374e80eb0b951c", + "problem_id": "v2p_m5_6cdb59831be5b487", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 1st sem (evaluations).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (evaluations)", + "predicate_col": "Educational special needs", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 13.333333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m5/artifacts/v2q_m5_26374e80eb0b951c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26374e80eb0b951c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5ca2534dab51668d2ef3657ee9ee0946457e577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_26374e80eb0b951c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:58.829358+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": 3082.18, "started_at": "2026-05-19T16:13:55.746373+00:00", "ended_at": "2026-05-19T16:13:58.828580+00:00", "prompt_metrics": {"chars": 21350, "bytes_utf8": 21350, "lines": 544, "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-e995-7163-ba2a-a13dce8ec724\"}\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": "2026-05-19T16:14:02.874113+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": 3042.01, "started_at": "2026-05-19T16:13:59.831308+00:00", "ended_at": "2026-05-19T16:14:02.873366+00:00", "prompt_metrics": {"chars": 21350, "bytes_utf8": 21350, "lines": 544, "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-f99a-7651-ae2a-42babfcf181d\"}\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/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eada894e90c299c5246a3f45ce8a4fe10972ed2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:46.868337+00:00", + "ended_at": "2026-05-19T16:12:49.774672+00:00", + "elapsed_ms": 2906.31, + "returncode": 1, + "prompt_metrics": { + "chars": 21786, + "bytes_utf8": 21786, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c9158d6fbaa53a197c8f3ba79985df901b63dc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:50.777510+00:00", + "ended_at": "2026-05-19T16:12:53.615947+00:00", + "elapsed_ms": 2838.39, + "returncode": 1, + "prompt_metrics": { + "chars": 21786, + "bytes_utf8": 21786, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6d47f3edb0c522ab113b73fc5d856cb6404786e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Nacionality, condition_col=Tuition fees up to date.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Nacionality", + "condition_col": "Tuition fees up to date", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6d47f3edb0c522ab113b73fc5d856cb6404786e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Nacionality, condition_col=Tuition fees up to date.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Nacionality", + "condition_col": "Tuition fees up to date", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaed7312a7e62438a61b4974a9506cc5273c68a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dc8f-7f40-a4aa-d86c59ab8be6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9dbb84522df350ba564c9bea6551185581cd0af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dc8f-7f40-a4aa-d86c59ab8be6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b540830872b5d49b5d4b2f17b7a01030238371f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ebdf-77d0-9c2c-20c0abda3e54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f4e2cde12466258e7e6a77029be6e14b2f581d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ebdf-77d0-9c2c-20c0abda3e54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85699b53c1b9c80721a79c75d7ff19b4f3149b16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:46.866342+00:00", + "ended_at": "2026-05-19T16:12:53.616769+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2691d34e2dc00408", + "problem_id": "v2p_m5_bf20b8bf61825638", + "dataset_id": "m5", + "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=Nacionality, condition_col=Tuition fees up to date.", + "bindings": { + "group_col": "Nacionality", + "condition_col": "Tuition fees up to date", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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/m5/artifacts/v2q_m5_2691d34e2dc00408/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e209a4b04467432de0da4d4691a53995053fed3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2691d34e2dc00408/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:49.775449+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": 2906.31, "started_at": "2026-05-19T16:12:46.868337+00:00", "ended_at": "2026-05-19T16:12:49.774672+00:00", "prompt_metrics": {"chars": 21786, "bytes_utf8": 21786, "lines": 543, "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-dc8f-7f40-a4aa-d86c59ab8be6\"}\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": "2026-05-19T16:12:53.616684+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": 2838.39, "started_at": "2026-05-19T16:12:50.777510+00:00", "ended_at": "2026-05-19T16:12:53.615947+00:00", "prompt_metrics": {"chars": 21786, "bytes_utf8": 21786, "lines": 543, "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-ebdf-77d0-9c2c-20c0abda3e54\"}\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/m5/artifacts/v2q_m5_27a8d13dfeb49992/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ab8eca79ac439a4be512cf494f6be2ad0f32fc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:19:40.247763+00:00", + "ended_at": "2026-05-19T16:19:58.303664+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_27a8d13dfeb49992", + "problem_id": "v2p_m5_a0c5f1f9afb0be09", + "dataset_id": "m5", + "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=Curricular units 1st sem (evaluations), measure_col=Course.", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "measure_col": "Course", + "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": 9556.0, + "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=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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", + "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/m5/artifacts/v2q_m5_27a8d13dfeb49992/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d190206468aec8f723ee49cf7b434616793be5ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:49.678153+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": 9427.94, "started_at": "2026-05-19T16:19:40.249434+00:00", "ended_at": "2026-05-19T16:19:49.677394+00:00", "prompt_metrics": {"chars": 21179, "bytes_utf8": 21179, "lines": 540, "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\":\"019e4109-2b67-7c51-aedc-a82c61db7603\"}\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": "2026-05-19T16:19:58.303581+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": 7623.57, "started_at": "2026-05-19T16:19:50.679210+00:00", "ended_at": "2026-05-19T16:19:58.302809+00:00", "prompt_metrics": {"chars": 21179, "bytes_utf8": 21179, "lines": 540, "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\":\"019e4109-5420-7d02-ac4e-c5d0acd31b76\"}\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/m5/artifacts/v2q_m5_2c059dd957d75aa2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12855f85aebeaad7f038630f334de4ba73f97fce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:57.195898+00:00", + "ended_at": "2026-05-19T16:21:10.026985+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2c059dd957d75aa2", + "problem_id": "v2p_m5_8b0f58e848057683", + "dataset_id": "m5", + "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=Curricular units 2nd sem (enrolled), measure_col=Mother's qualification.", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Mother's qualification", + "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 + }, + "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=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_2c059dd957d75aa2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff77906c2eda7d9223f0821d93fbb0e122f2b4b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:00.396259+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": 3197.54, "started_at": "2026-05-19T16:20:57.197747+00:00", "ended_at": "2026-05-19T16:21:00.395316+00:00", "prompt_metrics": {"chars": 21203, "bytes_utf8": 21203, "lines": 540, "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\":\"019e410a-57f4-7153-927c-b7e926dc625a\"}\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": "2026-05-19T16:21:10.026851+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": 8628.42, "started_at": "2026-05-19T16:21:01.397341+00:00", "ended_at": "2026-05-19T16:21:10.025795+00:00", "prompt_metrics": {"chars": 21203, "bytes_utf8": 21203, "lines": 540, "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\":\"019e410a-688d-7f72-bbc7-1a1d74a60804\"}\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/m5/artifacts/v2q_m5_2cbe62385689defe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2cbe62385689defe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8842e2070bc47d5fee209a282200a02b2b4a0fde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2cbe62385689defe/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:58.322579+00:00", + "ended_at": "2026-05-19T16:28:05.870033+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2cbe62385689defe", + "problem_id": "v2p_m5_ed140f59ee0f7286", + "dataset_id": "m5", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "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": 10.0, + "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" + ], + "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=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_2cbe62385689defe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2cbe62385689defe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2b441a1de4f64e4b2357dbfda19cb3ac9692460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2cbe62385689defe/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:01.544831+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": 3218.82, "started_at": "2026-05-19T16:27:58.324805+00:00", "ended_at": "2026-05-19T16:28:01.543676+00:00", "prompt_metrics": {"chars": 21011, "bytes_utf8": 21011, "lines": 538, "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-c586-74e3-883f-85a223bb7588\"}\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": "2026-05-19T16:28:05.869783+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": 3319.45, "started_at": "2026-05-19T16:28:02.548424+00:00", "ended_at": "2026-05-19T16:28:05.867966+00:00", "prompt_metrics": {"chars": 21011, "bytes_utf8": 21011, "lines": 538, "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-d5f5-7c52-96c3-2ccc48adf2e1\"}\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/m5/artifacts/v2q_m5_2d08f5e082a7befd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df7cbecd174b1934407d73390b3518ae0eb55775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Mother's occupation": "9", "support": 1577, "avg_response": 19.608116677235255}, {"Mother's occupation": "4", "support": 817, "avg_response": 17.3671970624235}, {"Mother's occupation": "5", "support": 530, "avg_response": 16.82075471698113}, {"Mother's occupation": "3", "support": 351, "avg_response": 16.6011396011396}, {"Mother's occupation": "2", "support": 318, "avg_response": 17.745283018867923}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0fbf4d1b6fdb64a58e1772821da3bde56cfce44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/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: m5 +-- 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_m5_2d08f5e082a7befd +-- problem_id: v2p_m5_53c14530f4f42e45 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Mother's occupation", + COUNT(*) AS support, + AVG("Application mode") AS avg_response +FROM "m5" +GROUP BY "Mother's occupation" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a19ff8ff837b8a3166bd80f1b38ace7993fd3ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/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: m5\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_m5_2d08f5e082a7befd\n-- problem_id: v2p_m5_53c14530f4f42e45\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Mother's occupation\",\n COUNT(*) AS support,\n AVG(\"Application mode\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Mother's occupation\"\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: m5\\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_m5_2d08f5e082a7befd\\n-- problem_id: v2p_m5_53c14530f4f42e45\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Mother's occupation\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Application mode\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Mother's occupation\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Mother's occupation\", \"support\", \"avg_response\"], \"rows\": [{\"Mother's occupation\": \"9\", \"support\": 1577, \"avg_response\": 19.608116677235255}, {\"Mother's occupation\": \"4\", \"support\": 817, \"avg_response\": 17.3671970624235}, {\"Mother's occupation\": \"5\", \"support\": 530, \"avg_response\": 16.82075471698113}, {\"Mother's occupation\": \"3\", \"support\": 351, \"avg_response\": 16.6011396011396}, {\"Mother's occupation\": \"2\", \"support\": 318, \"avg_response\": 17.745283018867923}, {\"Mother's occupation\": \"7\", \"support\": 272, \"avg_response\": 15.408088235294118}, {\"Mother's occupation\": \"0\", \"support\": 144, \"avg_response\": 23.82638888888889}, {\"Mother's occupation\": \"1\", \"support\": 102, \"avg_response\": 18.245098039215687}, {\"Mother's occupation\": \"6\", \"support\": 91, \"avg_response\": 26.923076923076923}, {\"Mother's occupation\": \"90\", \"support\": 70, \"avg_response\": 25.571428571428573}, {\"Mother's occupation\": \"8\", \"support\": 36, \"avg_response\": 21.333333333333332}, {\"Mother's occupation\": \"191\", \"support\": 26, \"avg_response\": 20.923076923076923}, {\"Mother's occupation\": \"99\", \"support\": 17, \"avg_response\": 30.352941176470587}, {\"Mother's occupation\": \"194\", \"support\": 11, \"avg_response\": 15.272727272727273}, {\"Mother's occupation\": \"141\", \"support\": 8, \"avg_response\": 23.625}, {\"Mother's occupation\": \"123\", \"support\": 7, \"avg_response\": 5.571428571428571}, {\"Mother's occupation\": \"144\", \"support\": 6, \"avg_response\": 34.833333333333336}, {\"Mother's occupation\": \"175\", \"support\": 5, \"avg_response\": 34.2}, {\"Mother's occupation\": \"192\", \"support\": 5, \"avg_response\": 20.0}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d26fbae7bb93e98554984805728f28c493725c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.194955+00:00", + "ended_at": "2026-05-19T16:30:30.198104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2d08f5e082a7befd", + "problem_id": "v2p_m5_53c14530f4f42e45", + "dataset_id": "m5", + "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=Application mode, key_col=Mother's occupation.", + "bindings": { + "key_col": "Mother's occupation", + "measure_col": "Application mode", + "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/m5/sql/v2q_m5_2d08f5e082a7befd.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/m5/artifacts/v2q_m5_2d08f5e082a7befd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2d08f5e082a7befd/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/m5/artifacts/v2q_m5_2e3e5bd0898b6899/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..766335f377e086c7c3d5bd540f973e658b07c3dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1.4", "support": 893, "support_share": 0.20185352622061484, "support_rank": 1}, {"value_label": "2.6", "support": 571, "support_share": 0.12906871609403256, "support_rank": 2}, {"value_label": "-0.8", "support": 533, "support_share": 0.12047920433996383, "support_rank": 3}, {"value_label": "0.5", "support": 445, "support_share": 0.1005877034358047, "support_rank": 4}, {"value_label": "3.7", "support": 419, "support_share": 0.09471066907775769, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b28261a5886f91e06594393cf46debe811db1480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_2e3e5bd0898b6899 +-- problem_id: v2p_m5_7ec22ac626f82b7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Inflation rate" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Inflation rate" +) +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/m5/artifacts/v2q_m5_2e3e5bd0898b6899/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c55077155f3c1c540b89c507d6beda9ee2771015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m5_2e3e5bd0898b6899\n-- problem_id: v2p_m5_7ec22ac626f82b7a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Inflation rate\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Inflation rate\"\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m5_2e3e5bd0898b6899\\n-- problem_id: v2p_m5_7ec22ac626f82b7a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Inflation rate\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Inflation rate\\\"\\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\": \"1.4\", \"support\": 893, \"support_share\": 0.20185352622061484, \"support_rank\": 1}, {\"value_label\": \"2.6\", \"support\": 571, \"support_share\": 0.12906871609403256, \"support_rank\": 2}, {\"value_label\": \"-0.8\", \"support\": 533, \"support_share\": 0.12047920433996383, \"support_rank\": 3}, {\"value_label\": \"0.5\", \"support\": 445, \"support_share\": 0.1005877034358047, \"support_rank\": 4}, {\"value_label\": \"3.7\", \"support\": 419, \"support_share\": 0.09471066907775769, \"support_rank\": 5}, {\"value_label\": \"0.6\", \"support\": 414, \"support_share\": 0.09358047016274865, \"support_rank\": 6}, {\"value_label\": \"2.8\", \"support\": 397, \"support_share\": 0.0897377938517179, \"support_rank\": 7}, {\"value_label\": \"-0.3\", \"support\": 390, \"support_share\": 0.08815551537070525, \"support_rank\": 8}, {\"value_label\": \"0.3\", \"support\": 362, \"support_share\": 0.08182640144665461, \"support_rank\": 9}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e2265a99fad53ecac999697c3fa464f8ee4898a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.180428+00:00", + "ended_at": "2026-05-19T16:30:30.183571+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_2e3e5bd0898b6899", + "problem_id": "v2p_m5_7ec22ac626f82b7a", + "dataset_id": "m5", + "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": "value_imbalance_profile", + "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=Inflation rate.", + "bindings": { + "group_col": "Inflation rate" + }, + "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=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/m5/sql/v2q_m5_2e3e5bd0898b6899.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/m5/artifacts/v2q_m5_2e3e5bd0898b6899/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2e3e5bd0898b6899/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/m5/artifacts/v2q_m5_30245207ad5ec01a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30245207ad5ec01a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89c37f7f39ef43621281a04ba99fdf987ee2af7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30245207ad5ec01a/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:46.119439+00:00", + "ended_at": "2026-05-19T16:10:55.457514+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_30245207ad5ec01a", + "problem_id": "v2p_m5_501490feec2fb7f5", + "dataset_id": "m5", + "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=Curricular units 2nd sem (without evaluations), measure_col=Marital status.", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "measure_col": "Marital status", + "item_col": "Curricular units 1st sem (grade)", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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", + "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=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_30245207ad5ec01a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30245207ad5ec01a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e256c1619cc603139b6b608cabc807d449b28ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30245207ad5ec01a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:51.278924+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": 5154.77, "started_at": "2026-05-19T16:10:46.122946+00:00", "ended_at": "2026-05-19T16:10:51.277760+00:00", "prompt_metrics": {"chars": 21462, "bytes_utf8": 21462, "lines": 542, "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\":\"019e4101-04e7-7900-a2eb-21367d1f6e6e\"}\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": "2026-05-19T16:10:55.457415+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": 3176.12, "started_at": "2026-05-19T16:10:52.280454+00:00", "ended_at": "2026-05-19T16:10:55.456611+00:00", "prompt_metrics": {"chars": 21462, "bytes_utf8": 21462, "lines": 542, "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\":\"019e4101-1d00-7361-9c74-a39fd3b73d00\"}\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/m5/artifacts/v2q_m5_30c3ed0fc5dc932f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30c3ed0fc5dc932f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05dbcf185dd1b02db98f4d511be73524f26a1c5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30c3ed0fc5dc932f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:22.129563+00:00", + "ended_at": "2026-05-19T16:30:30.102525+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_30c3ed0fc5dc932f", + "problem_id": "v2p_m5_3a77d415ac597168", + "dataset_id": "m5", + "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=Father's qualification, measure_col=Marital status.", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Marital status", + "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 + }, + "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=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_30c3ed0fc5dc932f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30c3ed0fc5dc932f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5cf99ae997e8754de7cdca98a64ad36f218a8a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_30c3ed0fc5dc932f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:25.490055+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": 3356.69, "started_at": "2026-05-19T16:30:22.132325+00:00", "ended_at": "2026-05-19T16:30:25.489065+00:00", "prompt_metrics": {"chars": 21068, "bytes_utf8": 21068, "lines": 540, "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\":\"019e4112-f743-71f1-a3b7-96b94f28da80\"}\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": "2026-05-19T16:30:30.102424+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": 3608.88, "started_at": "2026-05-19T16:30:26.492526+00:00", "ended_at": "2026-05-19T16:30:30.101467+00:00", "prompt_metrics": {"chars": 21068, "bytes_utf8": 21068, "lines": 540, "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\":\"019e4113-0830-7231-b952-6b6ea4fee3ee\"}\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/m5/artifacts/v2q_m5_31721fff39e9ec1b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e433ce08be106bfcac5a89adbd6a5cb3d70e88ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:53.617164+00:00", + "ended_at": "2026-05-19T16:13:03.446001+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_31721fff39e9ec1b", + "problem_id": "v2p_m5_04d880831d9ab7aa", + "dataset_id": "m5", + "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=Mother's qualification, condition_col=Gender.", + "bindings": { + "group_col": "Mother's qualification", + "condition_col": "Gender", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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/m5/artifacts/v2q_m5_31721fff39e9ec1b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44b7ac39f53410a8c36f8d6a4bd99a1e8bc8e9c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:58.187427+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": 4567.61, "started_at": "2026-05-19T16:12:53.619032+00:00", "ended_at": "2026-05-19T16:12:58.186668+00:00", "prompt_metrics": {"chars": 21774, "bytes_utf8": 21774, "lines": 543, "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-f70b-7822-9dc5-ff753b4e6974\"}\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": "2026-05-19T16:13:03.445905+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": 4255.58, "started_at": "2026-05-19T16:12:59.189517+00:00", "ended_at": "2026-05-19T16:13:03.445148+00:00", "prompt_metrics": {"chars": 21774, "bytes_utf8": 21774, "lines": 543, "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\":\"019e4103-0cc1-7a02-9a58-88c5c6e7d0fd\"}\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/m5/artifacts/v2q_m5_31996764c35a4b5f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a92e9dd92f4656ea9832cd8772122e4e1e9d0b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:42.657695+00:00", + "ended_at": "2026-05-19T16:09:49.452582+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_31996764c35a4b5f", + "problem_id": "v2p_m5_4991fc86e1d2c838", + "dataset_id": "m5", + "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=Curricular units 2nd sem (credited), measure_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "item_col": "Curricular units 1st sem (credited)", + "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": 0.0, + "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", + "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=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_31996764c35a4b5f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c434d2debcc3095978e03fd1bfa055aaf5bb809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:45.561539+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": 2901.0, "started_at": "2026-05-19T16:09:42.659714+00:00", "ended_at": "2026-05-19T16:09:45.560735+00:00", "prompt_metrics": {"chars": 21510, "bytes_utf8": 21510, "lines": 542, "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\":\"019e4100-0d18-7b62-b477-d22c01c6f52c\"}\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": "2026-05-19T16:09:49.452489+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": 2889.07, "started_at": "2026-05-19T16:09:46.562636+00:00", "ended_at": "2026-05-19T16:09:49.451732+00:00", "prompt_metrics": {"chars": 21510, "bytes_utf8": 21510, "lines": 542, "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\":\"019e4100-1c46-71d0-9880-9441de2e0e77\"}\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/m5/artifacts/v2q_m5_31c032e6feb732bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31c032e6feb732bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..896e945590312326030b46f5dda613fe5068da92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31c032e6feb732bf/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:01.566559+00:00", + "ended_at": "2026-05-19T16:27:09.490085+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_31c032e6feb732bf", + "problem_id": "v2p_m5_3c824bf54050340a", + "dataset_id": "m5", + "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=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "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": 25.0, + "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" + ], + "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=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_31c032e6feb732bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31c032e6feb732bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8ee1097f45326bc3b94771f616468120533c181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31c032e6feb732bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:05.102126+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": 3531.09, "started_at": "2026-05-19T16:27:01.569789+00:00", "ended_at": "2026-05-19T16:27:05.100929+00:00", "prompt_metrics": {"chars": 20987, "bytes_utf8": 20987, "lines": 538, "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-e7d0-7942-9ded-3d2ba29f7576\"}\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": "2026-05-19T16:27:09.489954+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": 3385.06, "started_at": "2026-05-19T16:27:06.103724+00:00", "ended_at": "2026-05-19T16:27:09.488840+00:00", "prompt_metrics": {"chars": 20987, "bytes_utf8": 20987, "lines": 538, "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-f975-7c71-a866-ceb2d0b49e09\"}\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/m5/artifacts/v2q_m5_336734afd8779300/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8cc555cd198f0ea9bd1700fbe5b67156981dd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3325, "support_share": 0.7515822784810127, "cumulative_support": 3325}, {"value_label": "1", "support": 1099, "support_share": 0.24841772151898733, "cumulative_support": 4424}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..949440cb6a5b24677b4c0db05694489fc7c3cc56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_336734afd8779300 +-- problem_id: v2p_m5_3ad1015c98c0ba8a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Scholarship holder" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Scholarship holder" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18a8d3f5c425e495392940cae21f2d0a56fc60d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_336734afd8779300\n-- problem_id: v2p_m5_3ad1015c98c0ba8a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Scholarship holder\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Scholarship holder\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_336734afd8779300\\n-- problem_id: v2p_m5_3ad1015c98c0ba8a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Scholarship holder\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Scholarship holder\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 3325, \"support_share\": 0.7515822784810127, \"cumulative_support\": 3325}, {\"value_label\": \"1\", \"support\": 1099, \"support_share\": 0.24841772151898733, \"cumulative_support\": 4424}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..034fa53b35a977ceb70b3a8ca6f09be278d39b39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.123951+00:00", + "ended_at": "2026-05-19T16:30:30.126509+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_336734afd8779300", + "problem_id": "v2p_m5_3ad1015c98c0ba8a", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Scholarship holder.", + "bindings": { + "group_col": "Scholarship holder" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_336734afd8779300.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/m5/artifacts/v2q_m5_336734afd8779300/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_336734afd8779300/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/m5/artifacts/v2q_m5_35928c1be3009167/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..655bc122b423af1ba43f3f5a4d301b53572024f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:59.901427+00:00", + "ended_at": "2026-05-19T16:16:08.245721+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_35928c1be3009167", + "problem_id": "v2p_m5_d1a350132c4824f3", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Nacionality, measure_col=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Curricular units 1st sem (approved)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72f01277641bf30e6a8ae17cbd79a5be6828b8a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:03.447855+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": 3542.96, "started_at": "2026-05-19T16:15:59.904000+00:00", "ended_at": "2026-05-19T16:16:03.447032+00:00", "prompt_metrics": {"chars": 21560, "bytes_utf8": 21560, "lines": 540, "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-cea7-7bc2-ae7b-e6a4699d7786\"}\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": "2026-05-19T16:16:08.245604+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": 3794.59, "started_at": "2026-05-19T16:16:04.449876+00:00", "ended_at": "2026-05-19T16:16:08.244519+00:00", "prompt_metrics": {"chars": 21560, "bytes_utf8": 21560, "lines": 540, "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-e0e5-7030-a29d-9d250a35bc69\"}\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/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0cce2b4b1ba149bc3f49add3dcf68fd228705f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:19.495115+00:00", + "ended_at": "2026-05-19T16:14:27.097540+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_36e6690d6fdf5ecd", + "problem_id": "v2p_m5_066e758a60d7c37a", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (credited)", + "predicate_col": "Gender", + "predicate_op": "=", + "predicate_value": "0", + "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": 2.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d5d08f969137877b7c8198f5f133e300ec19ec3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:22.509296+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": 3010.9, "started_at": "2026-05-19T16:14:19.497134+00:00", "ended_at": "2026-05-19T16:14:22.508062+00:00", "prompt_metrics": {"chars": 21320, "bytes_utf8": 21320, "lines": 544, "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\":\"019e4104-465f-70d0-9a9e-c785c5c59834\"}\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": "2026-05-19T16:14:27.097443+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": 3585.14, "started_at": "2026-05-19T16:14:23.511358+00:00", "ended_at": "2026-05-19T16:14:27.096551+00:00", "prompt_metrics": {"chars": 21320, "bytes_utf8": 21320, "lines": 544, "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\":\"019e4104-560f-76c1-b26a-7a3916310809\"}\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/m5/artifacts/v2q_m5_398738e020d5d63b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_398738e020d5d63b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66677f0b4c1d79585adaed8f577d21d6f1fe1273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_398738e020d5d63b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:21.933104+00:00", + "ended_at": "2026-05-19T16:08:29.321130+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_398738e020d5d63b", + "problem_id": "v2p_m5_095e1a4024db441c", + "dataset_id": "m5", + "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_conditional_contrast", + "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=Mother's qualification, measure_col=Mother's qualification.", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Mother's qualification", + "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": 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 + }, + "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=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_398738e020d5d63b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_398738e020d5d63b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..611f9b658d8442543e7f8bb815a1b3f47ed524d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_398738e020d5d63b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:25.101491+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": 3165.77, "started_at": "2026-05-19T16:08:21.934954+00:00", "ended_at": "2026-05-19T16:08:25.100745+00:00", "prompt_metrics": {"chars": 21002, "bytes_utf8": 21002, "lines": 540, "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\":\"019e40fe-d1a5-7032-a43c-c2440d1f54b4\"}\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": "2026-05-19T16:08:29.321042+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": 3217.74, "started_at": "2026-05-19T16:08:26.102512+00:00", "ended_at": "2026-05-19T16:08:29.320277+00:00", "prompt_metrics": {"chars": 21002, "bytes_utf8": 21002, "lines": 540, "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\":\"019e40fe-e1f1-78f1-91e7-9a050a01e7a4\"}\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/m5/artifacts/v2q_m5_39c17a8d282b79fe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8870b19e3836e64c4c2624bbaf324192a54503fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3325, "support_share": 0.7515822784810127, "support_rank": 1}, {"value_label": "1", "support": 1099, "support_share": 0.24841772151898733, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59ac03d1ccdad26c863edb97be65d18841aa09de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/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: m5 +-- 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_m5_39c17a8d282b79fe +-- problem_id: v2p_m5_10df047d6075d0c7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Scholarship holder" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Scholarship holder" +) +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/m5/artifacts/v2q_m5_39c17a8d282b79fe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50923c938ee254f1a398f6dac048d0f143419485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/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: m5\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_m5_39c17a8d282b79fe\n-- problem_id: v2p_m5_10df047d6075d0c7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Scholarship holder\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Scholarship holder\"\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: m5\\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_m5_39c17a8d282b79fe\\n-- problem_id: v2p_m5_10df047d6075d0c7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Scholarship holder\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Scholarship holder\\\"\\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\": \"0\", \"support\": 3325, \"support_share\": 0.7515822784810127, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 1099, \"support_share\": 0.24841772151898733, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1c48015f2048f9e7c5aff8f7664d4ac92942e50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.163173+00:00", + "ended_at": "2026-05-19T16:30:30.165714+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_39c17a8d282b79fe", + "problem_id": "v2p_m5_10df047d6075d0c7", + "dataset_id": "m5", + "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=Scholarship holder.", + "bindings": { + "group_col": "Scholarship holder" + }, + "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=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_39c17a8d282b79fe.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/m5/artifacts/v2q_m5_39c17a8d282b79fe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39c17a8d282b79fe/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/m5/artifacts/v2q_m5_39e638bebf7d3d14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39e638bebf7d3d14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a98c22e63cf46e370a74d91fe22db5a063d589a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39e638bebf7d3d14/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:35.508883+00:00", + "ended_at": "2026-05-19T16:09:42.657311+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_39e638bebf7d3d14", + "problem_id": "v2p_m5_c20dcb55e136d5d4", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Curricular units 1st sem (credited).", + "bindings": { + "group_col": "Curricular units 1st sem (credited)", + "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": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "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/m5/artifacts/v2q_m5_39e638bebf7d3d14/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39e638bebf7d3d14/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9382efd55a16c180a64434abdc910b7a9aabff88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_39e638bebf7d3d14/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:38.759458+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": 3247.5, "started_at": "2026-05-19T16:09:35.510895+00:00", "ended_at": "2026-05-19T16:09:38.758422+00:00", "prompt_metrics": {"chars": 20906, "bytes_utf8": 20906, "lines": 538, "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\":\"019e40ff-f11b-7411-99a9-fcdffc1ad306\"}\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": "2026-05-19T16:09:42.657216+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": 2895.83, "started_at": "2026-05-19T16:09:39.760510+00:00", "ended_at": "2026-05-19T16:09:42.656370+00:00", "prompt_metrics": {"chars": 20906, "bytes_utf8": 20906, "lines": 538, "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\":\"019e4100-01b1-7952-b4ba-d0261e659b37\"}\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/m5/artifacts/v2q_m5_3a04549da23e78d6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77fb1a5c0c5a6e4f635045548305ffe75ad8e905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3921, "support_share": 0.8863019891500904, "support_rank": 1}, {"value_label": "1", "support": 503, "support_share": 0.11369801084990959, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..094ad00e2e868a8d010e5b467eacfac06609f6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_3a04549da23e78d6 +-- problem_id: v2p_m5_3fe2decd15df15de +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Debtor" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Debtor" +) +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/m5/artifacts/v2q_m5_3a04549da23e78d6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5e22faee664c01965d0698333960aaef3caf1f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m5_3a04549da23e78d6\n-- problem_id: v2p_m5_3fe2decd15df15de\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Debtor\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Debtor\"\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m5_3a04549da23e78d6\\n-- problem_id: v2p_m5_3fe2decd15df15de\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Debtor\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Debtor\\\"\\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\": \"0\", \"support\": 3921, \"support_share\": 0.8863019891500904, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 503, \"support_share\": 0.11369801084990959, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7a0d38f28a4dd6a875ab8dba9e829d2601e4a7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.160069+00:00", + "ended_at": "2026-05-19T16:30:30.162654+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_3a04549da23e78d6", + "problem_id": "v2p_m5_3fe2decd15df15de", + "dataset_id": "m5", + "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": "value_imbalance_profile", + "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=Debtor.", + "bindings": { + "group_col": "Debtor" + }, + "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=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/m5/sql/v2q_m5_3a04549da23e78d6.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/m5/artifacts/v2q_m5_3a04549da23e78d6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3a04549da23e78d6/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/m5/artifacts/v2q_m5_3c602ae5adaa6aef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3c602ae5adaa6aef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4948eb946d3682901aa2a3a0a536db503d5f0ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3c602ae5adaa6aef/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:21:32.310534+00:00", + "ended_at": "2026-05-19T16:21:40.009702+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_3c602ae5adaa6aef", + "problem_id": "v2p_m5_6fafadcc626b28c8", + "dataset_id": "m5", + "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=Curricular units 2nd sem (evaluations), measure_col=Father's qualification.", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Father's qualification", + "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": 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 + }, + "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/m5/artifacts/v2q_m5_3c602ae5adaa6aef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3c602ae5adaa6aef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d1119cb45f73a517dc90317ed46f3b0a1e5c46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_3c602ae5adaa6aef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:35.516369+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": 3202.05, "started_at": "2026-05-19T16:21:32.313585+00:00", "ended_at": "2026-05-19T16:21:35.515669+00:00", "prompt_metrics": {"chars": 21211, "bytes_utf8": 21211, "lines": 540, "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\":\"019e410a-e10c-7522-9515-5c6e053064e6\"}\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": "2026-05-19T16:21:40.009615+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": 3491.35, "started_at": "2026-05-19T16:21:36.517486+00:00", "ended_at": "2026-05-19T16:21:40.008867+00:00", "prompt_metrics": {"chars": 21211, "bytes_utf8": 21211, "lines": 540, "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\":\"019e410a-f18a-70e3-894f-4ed73064b806\"}\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/m5/artifacts/v2q_m5_40ace11b14c2413e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..36be1bd53814c93736273d04125e3e863c05203e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "37", "support": 1209, "support_share": 0.27328209764918626, "cumulative_support": 1209}, {"value_label": "19", "support": 968, "support_share": 0.21880650994575046, "cumulative_support": 2177}, {"value_label": "1", "support": 904, "support_share": 0.20433996383363473, "cumulative_support": 3081}, {"value_label": "38", "support": 702, "support_share": 0.15867992766726943, "cumulative_support": 3783}, {"value_label": "3", "support": 282, "support_share": 0.06374321880650995, "cumulative_support": 4065}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ca32f1c65108e7fe9b81e8e9ce89523d4e12b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_40ace11b14c2413e +-- problem_id: v2p_m5_b8747dc4f9795605 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Father's qualification" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Father's qualification" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc7a1308332361bfa25f8a9b1e308f03d912994b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_40ace11b14c2413e\n-- problem_id: v2p_m5_b8747dc4f9795605\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Father's qualification\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Father's qualification\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_40ace11b14c2413e\\n-- problem_id: v2p_m5_b8747dc4f9795605\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Father's qualification\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Father's qualification\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"37\", \"support\": 1209, \"support_share\": 0.27328209764918626, \"cumulative_support\": 1209}, {\"value_label\": \"19\", \"support\": 968, \"support_share\": 0.21880650994575046, \"cumulative_support\": 2177}, {\"value_label\": \"1\", \"support\": 904, \"support_share\": 0.20433996383363473, \"cumulative_support\": 3081}, {\"value_label\": \"38\", \"support\": 702, \"support_share\": 0.15867992766726943, \"cumulative_support\": 3783}, {\"value_label\": \"3\", \"support\": 282, \"support_share\": 0.06374321880650995, \"cumulative_support\": 4065}, {\"value_label\": \"34\", \"support\": 112, \"support_share\": 0.02531645569620253, \"cumulative_support\": 4177}, {\"value_label\": \"2\", \"support\": 68, \"support_share\": 0.015370705244122965, \"cumulative_support\": 4245}, {\"value_label\": \"4\", \"support\": 39, \"support_share\": 0.008815551537070525, \"cumulative_support\": 4284}, {\"value_label\": \"12\", \"support\": 38, \"support_share\": 0.008589511754068717, \"cumulative_support\": 4322}, {\"value_label\": \"39\", \"support\": 20, \"support_share\": 0.0045207956600361665, \"cumulative_support\": 4342}, {\"value_label\": \"5\", \"support\": 18, \"support_share\": 0.00406871609403255, \"cumulative_support\": 4360}, {\"value_label\": \"11\", \"support\": 10, \"support_share\": 0.0022603978300180833, \"cumulative_support\": 4370}, {\"value_label\": \"36\", \"support\": 8, \"support_share\": 0.0018083182640144665, \"cumulative_support\": 4378}, {\"value_label\": \"40\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"cumulative_support\": 4383}, {\"value_label\": \"9\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"cumulative_support\": 4388}, {\"value_label\": \"14\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4392}, {\"value_label\": \"22\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4396}, {\"value_label\": \"30\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4400}, {\"value_label\": \"29\", \"support\": 3, \"support_share\": 0.000678119349005425, \"cumulative_support\": 4403}, {\"value_label\": \"10\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4405}, {\"value_label\": \"26\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4407}, {\"value_label\": \"35\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4409}, {\"value_label\": \"41\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4411}, {\"value_label\": \"43\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4413}, {\"value_label\": \"6\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4415}, {\"value_label\": \"13\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4416}, {\"value_label\": \"18\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4417}, {\"value_label\": \"20\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4418}, {\"value_label\": \"25\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4419}, {\"value_label\": \"27\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4420}, {\"value_label\": \"31\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4421}, {\"value_label\": \"33\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4422}, {\"value_label\": \"42\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4423}, {\"value_label\": \"44\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4424}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..438f79a948362d85417ecfc13bae84e3bb95c5fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.114083+00:00", + "ended_at": "2026-05-19T16:30:30.117271+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_40ace11b14c2413e", + "problem_id": "v2p_m5_b8747dc4f9795605", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Father's qualification.", + "bindings": { + "group_col": "Father's qualification" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "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/m5/sql/v2q_m5_40ace11b14c2413e.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/m5/artifacts/v2q_m5_40ace11b14c2413e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_40ace11b14c2413e/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/m5/artifacts/v2q_m5_414592d15d4043bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_414592d15d4043bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f84eb3410a7645fcbb152c6efb0aa4623810980 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_414592d15d4043bf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:36.606886+00:00", + "ended_at": "2026-05-19T16:08:43.569955+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_414592d15d4043bf", + "problem_id": "v2p_m5_51a36a047380efc9", + "dataset_id": "m5", + "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=Father's qualification, measure_col=Father's qualification.", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Father's qualification", + "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": 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 + }, + "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=9", + "sql_variant_index=2/2", + "binding_index=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_414592d15d4043bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_414592d15d4043bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95cddd25f446a770828e559abd493664f7564b37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_414592d15d4043bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:39.744923+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": 3135.14, "started_at": "2026-05-19T16:08:36.609010+00:00", "ended_at": "2026-05-19T16:08:39.744180+00:00", "prompt_metrics": {"chars": 21001, "bytes_utf8": 21001, "lines": 540, "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\":\"019e40ff-0afa-71a0-9514-dc1908989291\"}\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": "2026-05-19T16:08:43.569864+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": 2823.1, "started_at": "2026-05-19T16:08:40.745932+00:00", "ended_at": "2026-05-19T16:08:43.569062+00:00", "prompt_metrics": {"chars": 21001, "bytes_utf8": 21001, "lines": 540, "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\":\"019e40ff-1b2a-7e80-b6e0-71848dc003cc\"}\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/m5/artifacts/v2q_m5_4207d5ea195c0c3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09bd3fa96d4556d2f6e6f950de78e5c2028dec63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:07:59.063587+00:00", + "ended_at": "2026-05-19T16:08:06.437613+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_4207d5ea195c0c3b", + "problem_id": "v2p_m5_1c8b1ad7bbbb0edb", + "dataset_id": "m5", + "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=Nacionality, measure_col=Nacionality.", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Nacionality", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_4207d5ea195c0c3b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8e26b7fdb0a4b53e490709d30a8e79b0b3c3343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:02.239252+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": 3172.09, "started_at": "2026-05-19T16:07:59.066361+00:00", "ended_at": "2026-05-19T16:08:02.238477+00:00", "prompt_metrics": {"chars": 20955, "bytes_utf8": 20955, "lines": 540, "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\":\"019e40fe-7866-7681-9fdc-9be4313bbb75\"}\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": "2026-05-19T16:08:06.437509+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": 3195.98, "started_at": "2026-05-19T16:08:03.240628+00:00", "ended_at": "2026-05-19T16:08:06.436633+00:00", "prompt_metrics": {"chars": 20955, "bytes_utf8": 20955, "lines": 540, "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\":\"019e40fe-88a9-7f90-be87-4917ccd3927f\"}\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/m5/artifacts/v2q_m5_427115cc4fb3c4b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_427115cc4fb3c4b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c132f4413e0ddc5ff613a88d7b16a2ed0159ba73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_427115cc4fb3c4b7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:42.507958+00:00", + "ended_at": "2026-05-19T16:16:49.724339+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_427115cc4fb3c4b7", + "problem_id": "v2p_m5_cc5f4facf120c198", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Mother's occupation, measure_col=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Mother's occupation", + "measure_col": "Curricular units 2nd sem (credited)", + "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": 0.0, + "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": "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=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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/m5/artifacts/v2q_m5_427115cc4fb3c4b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_427115cc4fb3c4b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..124c4fb4e482c79b22f91c0f7c744d5ac54098a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_427115cc4fb3c4b7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:45.450026+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": 2938.08, "started_at": "2026-05-19T16:16:42.510851+00:00", "ended_at": "2026-05-19T16:16:45.448980+00:00", "prompt_metrics": {"chars": 21574, "bytes_utf8": 21574, "lines": 540, "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\":\"019e4106-7585-7891-a5a7-6b6bd51e892e\"}\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": "2026-05-19T16:16:49.724222+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": 3271.46, "started_at": "2026-05-19T16:16:46.451467+00:00", "ended_at": "2026-05-19T16:16:49.723005+00:00", "prompt_metrics": {"chars": 21574, "bytes_utf8": 21574, "lines": 540, "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\":\"019e4106-84e0-7370-ae11-e9120809d418\"}\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/m5/artifacts/v2q_m5_45a9bf1fced49096/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e930f012ad09f95d83b703c1b19b557f6b91f258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1.4", "support": 893, "support_share": 0.20185352622061484, "cumulative_support": 893}, {"value_label": "2.6", "support": 571, "support_share": 0.12906871609403256, "cumulative_support": 1464}, {"value_label": "-0.8", "support": 533, "support_share": 0.12047920433996383, "cumulative_support": 1997}, {"value_label": "0.5", "support": 445, "support_share": 0.1005877034358047, "cumulative_support": 2442}, {"value_label": "3.7", "support": 419, "support_share": 0.09471066907775769, "cumulative_support": 2861}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91e119654ab330373b50e09f347051e68649a362 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_45a9bf1fced49096 +-- problem_id: v2p_m5_37c009b9f2143c58 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Inflation rate" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Inflation rate" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eec2690d321945a4b3c490c5d3b346a2722bbccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_45a9bf1fced49096\n-- problem_id: v2p_m5_37c009b9f2143c58\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Inflation rate\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Inflation rate\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_45a9bf1fced49096\\n-- problem_id: v2p_m5_37c009b9f2143c58\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Inflation rate\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Inflation rate\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1.4\", \"support\": 893, \"support_share\": 0.20185352622061484, \"cumulative_support\": 893}, {\"value_label\": \"2.6\", \"support\": 571, \"support_share\": 0.12906871609403256, \"cumulative_support\": 1464}, {\"value_label\": \"-0.8\", \"support\": 533, \"support_share\": 0.12047920433996383, \"cumulative_support\": 1997}, {\"value_label\": \"0.5\", \"support\": 445, \"support_share\": 0.1005877034358047, \"cumulative_support\": 2442}, {\"value_label\": \"3.7\", \"support\": 419, \"support_share\": 0.09471066907775769, \"cumulative_support\": 2861}, {\"value_label\": \"0.6\", \"support\": 414, \"support_share\": 0.09358047016274865, \"cumulative_support\": 3275}, {\"value_label\": \"2.8\", \"support\": 397, \"support_share\": 0.0897377938517179, \"cumulative_support\": 3672}, {\"value_label\": \"-0.3\", \"support\": 390, \"support_share\": 0.08815551537070525, \"cumulative_support\": 4062}, {\"value_label\": \"0.3\", \"support\": 362, \"support_share\": 0.08182640144665461, \"cumulative_support\": 4424}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.15}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2e282354e703de60f3123bdc12972c9b937bb79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.140778+00:00", + "ended_at": "2026-05-19T16:30:30.143743+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_45a9bf1fced49096", + "problem_id": "v2p_m5_37c009b9f2143c58", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Inflation rate.", + "bindings": { + "group_col": "Inflation rate" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "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/m5/sql/v2q_m5_45a9bf1fced49096.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/m5/artifacts/v2q_m5_45a9bf1fced49096/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_45a9bf1fced49096/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/m5/artifacts/v2q_m5_46230be551f558bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b74016413906fcd66bf79845f30cfd6c2bd08fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:21:10.027539+00:00", + "ended_at": "2026-05-19T16:21:24.977169+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_46230be551f558bb", + "problem_id": "v2p_m5_b3fddf97d726b371", + "dataset_id": "m5", + "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=Curricular units 2nd sem (enrolled), measure_col=Mother's qualification.", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Mother's qualification", + "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": 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 + }, + "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/m5/artifacts/v2q_m5_46230be551f558bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c973a2c2404723bda276e66cf8f6855743a0055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:21.300302+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": 11269.55, "started_at": "2026-05-19T16:21:10.029938+00:00", "ended_at": "2026-05-19T16:21:21.299514+00:00", "prompt_metrics": {"chars": 21207, "bytes_utf8": 21207, "lines": 540, "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\":\"019e410a-8a0b-73a1-9546-9930ee827d12\"}\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": "2026-05-19T16:21:24.977084+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": 2674.85, "started_at": "2026-05-19T16:21:22.301485+00:00", "ended_at": "2026-05-19T16:21:24.976367+00:00", "prompt_metrics": {"chars": 21207, "bytes_utf8": 21207, "lines": 540, "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\":\"019e410a-ba1d-7e63-a191-ab46b4df5855\"}\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/m5/artifacts/v2q_m5_464784dc5c9792cb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_464784dc5c9792cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87af6eb96db31335bdcbd08280570fa074dec915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_464784dc5c9792cb/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:03.446345+00:00", + "ended_at": "2026-05-19T16:13:10.330173+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_464784dc5c9792cb", + "problem_id": "v2p_m5_f20a436d3de9e9e7", + "dataset_id": "m5", + "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=Father's qualification, condition_col=Scholarship holder.", + "bindings": { + "group_col": "Father's qualification", + "condition_col": "Scholarship holder", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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/m5/artifacts/v2q_m5_464784dc5c9792cb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_464784dc5c9792cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03c1c84652cde7200e8749efa23d351a3cdcfeb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_464784dc5c9792cb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:06.243416+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": 2794.5, "started_at": "2026-05-19T16:13:03.448060+00:00", "ended_at": "2026-05-19T16:13:06.242586+00:00", "prompt_metrics": {"chars": 21796, "bytes_utf8": 21796, "lines": 543, "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\":\"019e4103-1d4b-7f62-901f-ded4a860bd2e\"}\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": "2026-05-19T16:13:10.330084+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": 3084.73, "started_at": "2026-05-19T16:13:07.244569+00:00", "ended_at": "2026-05-19T16:13:10.329329+00:00", "prompt_metrics": {"chars": 21796, "bytes_utf8": 21796, "lines": 543, "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\":\"019e4103-2c1f-79e3-8de1-6af608facf5c\"}\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/m5/artifacts/v2q_m5_472dddd6f746a0f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3504d767d1c11f5ccf2aebf260d4c79f93b626f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:25.935984+00:00", + "ended_at": "2026-05-19T16:24:34.165358+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_472dddd6f746a0f3", + "problem_id": "v2p_m5_5deea7fe9a01070d", + "dataset_id": "m5", + "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=Previous qualification, condition_col=Debtor.", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_472dddd6f746a0f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe2361547e17774f3f663c2c755cd4e9e1f9a567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:29.439656+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": 3500.29, "started_at": "2026-05-19T16:24:25.938315+00:00", "ended_at": "2026-05-19T16:24:29.438639+00:00", "prompt_metrics": {"chars": 21217, "bytes_utf8": 21217, "lines": 543, "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-87cd-7f90-8c52-ddd9905e1094\"}\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": "2026-05-19T16:24:34.165249+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": 3723.02, "started_at": "2026-05-19T16:24:30.441054+00:00", "ended_at": "2026-05-19T16:24:34.164118+00:00", "prompt_metrics": {"chars": 21217, "bytes_utf8": 21217, "lines": 543, "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-998a-7f60-8c26-b3ffd1c0e7ab\"}\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/m5/artifacts/v2q_m5_47dcf74ca18eac2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_47dcf74ca18eac2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..294b986a170a6616fa7ed22f18cab3e0e94d1356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_47dcf74ca18eac2d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:36.946139+00:00", + "ended_at": "2026-05-19T16:18:44.796868+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_47dcf74ca18eac2d", + "problem_id": "v2p_m5_524262735795f84a", + "dataset_id": "m5", + "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=Gender, measure_col=Unemployment rate.", + "bindings": { + "group_col": "Gender", + "measure_col": "Unemployment rate", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "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/m5/artifacts/v2q_m5_47dcf74ca18eac2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_47dcf74ca18eac2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07b1298e80f82a26b6a36303638540faaa723b22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_47dcf74ca18eac2d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:39.811906+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": 2861.81, "started_at": "2026-05-19T16:18:36.949341+00:00", "ended_at": "2026-05-19T16:18:39.811191+00:00", "prompt_metrics": {"chars": 21514, "bytes_utf8": 21514, "lines": 540, "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\":\"019e4108-342a-7bc1-88f9-1e811406c950\"}\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": "2026-05-19T16:18:44.796775+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": 3983.0, "started_at": "2026-05-19T16:18:40.812897+00:00", "ended_at": "2026-05-19T16:18:44.795932+00:00", "prompt_metrics": {"chars": 21514, "bytes_utf8": 21514, "lines": 540, "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\":\"019e4108-4337-7be2-b3d6-80e3f9e7d131\"}\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/m5/artifacts/v2q_m5_493ce6a2ca522740/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_493ce6a2ca522740/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fbe9bf1445cbc7d82f9f676e205d63b953ba9ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_493ce6a2ca522740/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:16.470535+00:00", + "ended_at": "2026-05-19T16:11:23.381516+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_493ce6a2ca522740", + "problem_id": "v2p_m5_7bf43ad78a24f8ac", + "dataset_id": "m5", + "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=Inflation rate, measure_col=Application order.", + "bindings": { + "group_col": "Inflation rate", + "measure_col": "Application order", + "item_col": "Curricular units 2nd sem (evaluations)", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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", + "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=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_493ce6a2ca522740/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_493ce6a2ca522740/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf268fd996500010a3073aa405c40495cc1ed51a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_493ce6a2ca522740/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:19.495180+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": 3021.69, "started_at": "2026-05-19T16:11:16.472440+00:00", "ended_at": "2026-05-19T16:11:19.494160+00:00", "prompt_metrics": {"chars": 21410, "bytes_utf8": 21410, "lines": 542, "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\":\"019e4101-7b89-7223-9a73-e76901d98dcb\"}\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": "2026-05-19T16:11:23.381429+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": 2884.14, "started_at": "2026-05-19T16:11:20.496477+00:00", "ended_at": "2026-05-19T16:11:23.380647+00:00", "prompt_metrics": {"chars": 21410, "bytes_utf8": 21410, "lines": 542, "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\":\"019e4101-8b28-73d2-863c-199849c08e6e\"}\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/m5/artifacts/v2q_m5_495847263ca55466/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab106a4d06b2e5880b72d8477ed1921646016d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Curricular units 1st sem (enrolled)": "6", "support": 1910, "avg_response": 9269.608376963351}, {"Curricular units 1st sem (enrolled)": "5", "support": 1010, "avg_response": 9339.49405940594}, {"Curricular units 1st sem (enrolled)": "7", "support": 656, "avg_response": 9401.90243902439}, {"Curricular units 1st sem (enrolled)": "8", "support": 296, "avg_response": 9457.06081081081}, {"Curricular units 1st sem (enrolled)": "0", "support": 180, "avg_response": 171.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa0d040fda405b4bebf26be5862299247d01b8e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/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: m5 +-- 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_m5_495847263ca55466 +-- problem_id: v2p_m5_1c446496911a9f10 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Curricular units 1st sem (enrolled)", + COUNT(*) AS support, + AVG("Course") AS avg_response +FROM "m5" +GROUP BY "Curricular units 1st sem (enrolled)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d917e4c29f769cd82ff85c2031ea0efa5026ebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/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: m5\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_m5_495847263ca55466\n-- problem_id: v2p_m5_1c446496911a9f10\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Curricular units 1st sem (enrolled)\",\n COUNT(*) AS support,\n AVG(\"Course\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Curricular units 1st sem (enrolled)\"\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: m5\\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_m5_495847263ca55466\\n-- problem_id: v2p_m5_1c446496911a9f10\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Curricular units 1st sem (enrolled)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Course\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Curricular units 1st sem (enrolled)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Curricular units 1st sem (enrolled)\", \"support\", \"avg_response\"], \"rows\": [{\"Curricular units 1st sem (enrolled)\": \"6\", \"support\": 1910, \"avg_response\": 9269.608376963351}, {\"Curricular units 1st sem (enrolled)\": \"5\", \"support\": 1010, \"avg_response\": 9339.49405940594}, {\"Curricular units 1st sem (enrolled)\": \"7\", \"support\": 656, \"avg_response\": 9401.90243902439}, {\"Curricular units 1st sem (enrolled)\": \"8\", \"support\": 296, \"avg_response\": 9457.06081081081}, {\"Curricular units 1st sem (enrolled)\": \"0\", \"support\": 180, \"avg_response\": 171.0}, {\"Curricular units 1st sem (enrolled)\": \"12\", \"support\": 66, \"avg_response\": 6100.954545454545}, {\"Curricular units 1st sem (enrolled)\": \"10\", \"support\": 52, \"avg_response\": 8852.211538461539}, {\"Curricular units 1st sem (enrolled)\": \"11\", \"support\": 45, \"avg_response\": 8920.666666666666}, {\"Curricular units 1st sem (enrolled)\": \"9\", \"support\": 36, \"avg_response\": 8648.972222222223}, {\"Curricular units 1st sem (enrolled)\": \"15\", \"support\": 25, \"avg_response\": 9438.04}, {\"Curricular units 1st sem (enrolled)\": \"14\", \"support\": 22, \"avg_response\": 8829.863636363636}, {\"Curricular units 1st sem (enrolled)\": \"4\", \"support\": 21, \"avg_response\": 9558.857142857143}, {\"Curricular units 1st sem (enrolled)\": \"13\", \"support\": 20, \"avg_response\": 8455.5}, {\"Curricular units 1st sem (enrolled)\": \"18\", \"support\": 19, \"avg_response\": 9070.105263157895}, {\"Curricular units 1st sem (enrolled)\": \"17\", \"support\": 16, \"avg_response\": 3526.1875}, {\"Curricular units 1st sem (enrolled)\": \"16\", \"support\": 13, \"avg_response\": 8814.538461538461}, {\"Curricular units 1st sem (enrolled)\": \"3\", \"support\": 10, \"avg_response\": 9163.8}, {\"Curricular units 1st sem (enrolled)\": \"2\", \"support\": 9, \"avg_response\": 9461.777777777777}, {\"Curricular units 1st sem (enrolled)\": \"1\", \"support\": 7, \"avg_response\": 9234.0}, {\"Curricular units 1st sem (enrolled)\": \"21\", \"support\": 6, \"avg_response\": 6520.833333333333}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e797457744c4aecadc32c35d4f932443c75d7bdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.209824+00:00", + "ended_at": "2026-05-19T16:30:30.212951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_495847263ca55466", + "problem_id": "v2p_m5_1c446496911a9f10", + "dataset_id": "m5", + "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=Course, key_col=Curricular units 1st sem (enrolled).", + "bindings": { + "key_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Course", + "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=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "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/m5/sql/v2q_m5_495847263ca55466.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/m5/artifacts/v2q_m5_495847263ca55466/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_495847263ca55466/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/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b48cc0a2b1b084df1dc55d30b97fbe56d5ad843b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:24.599397+00:00", + "ended_at": "2026-05-19T16:23:28.123044+00:00", + "elapsed_ms": 3523.61, + "returncode": 1, + "prompt_metrics": { + "chars": 21224, + "bytes_utf8": 21224, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae49612013bf34d741bc242ace0b60545d4c63be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:29.126068+00:00", + "ended_at": "2026-05-19T16:23:32.602436+00:00", + "elapsed_ms": 3476.3, + "returncode": 1, + "prompt_metrics": { + "chars": 21224, + "bytes_utf8": 21224, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bfa28cd46013041800ab441201206f53c77f4a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Application mode, condition_col=Application order.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Application mode", + "condition_col": "Application order", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bfa28cd46013041800ab441201206f53c77f4a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Application mode, condition_col=Application order.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Application mode", + "condition_col": "Application order", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc7a93c95efbd2562850f25f82793df96927a79f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-984e-7f52-8de5-ce859498465a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e6a324331fd27703d735edf60925ea58aec464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-984e-7f52-8de5-ce859498465a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..594d08e39ca511f0fcd0080b2428a154130ddd81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a9cd-7262-8b67-07e515e588d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9d3bc7d498b108e5e0aa7ed2c0a727ebfb59bdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a9cd-7262-8b67-07e515e588d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d69c5641aa9ee0f762f8335292eaece394b4964e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:23:24.596758+00:00", + "ended_at": "2026-05-19T16:23:32.603691+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_4b8a0a7d7deefd6b", + "problem_id": "v2p_m5_97aaf69ae59fcefb", + "dataset_id": "m5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Application mode, condition_col=Application order.", + "bindings": { + "group_col": "Application mode", + "condition_col": "Application order", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5980dbd8cdd83ff9d40d35120e921e387738bcaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4b8a0a7d7deefd6b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:28.123964+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": 3523.61, "started_at": "2026-05-19T16:23:24.599397+00:00", "ended_at": "2026-05-19T16:23:28.123044+00:00", "prompt_metrics": {"chars": 21224, "bytes_utf8": 21224, "lines": 543, "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\":\"019e410c-984e-7f52-8de5-ce859498465a\"}\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": "2026-05-19T16:23:32.603576+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": 3476.3, "started_at": "2026-05-19T16:23:29.126068+00:00", "ended_at": "2026-05-19T16:23:32.602436+00:00", "prompt_metrics": {"chars": 21224, "bytes_utf8": 21224, "lines": 543, "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\":\"019e410c-a9cd-7262-8b67-07e515e588d5\"}\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/m5/artifacts/v2q_m5_4bb404a55016f2e6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca6a691ba1aeab606b547b9c4b8f5f24dd9f6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=International. +Result preview: [{"International": "0", "row_count": 4314}, {"International": "1", "row_count": 110}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce405d4d093f60a6084ef0445c16facfdefeee7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/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: m5 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m5_4bb404a55016f2e6 +-- problem_id: v2p_m5_bc6cde1331e15bf6 +-- realization_mode: agent +-- source_kind: agent +SELECT "International", COUNT(*) AS row_count +FROM "m5" +GROUP BY "International" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35c2e399c0b46b17b0f4cfb2449ef5bd8494c70b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/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_clickbench_group_count\nSELECT \"International\", COUNT(*) AS row_count\nFROM \"m5\"\nGROUP BY \"International\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"International\\\", COUNT(*) AS row_count\\nFROM \\\"m5\\\"\\nGROUP BY \\\"International\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"International\", \"row_count\"], \"rows\": [{\"International\": \"0\", \"row_count\": 4314}, {\"International\": \"1\", \"row_count\": 110}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d52664d8cd638df0d8b3091b08c8b0c04a1bc58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:28.470457+00:00", + "ended_at": "2026-05-19T16:09:35.508174+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_4bb404a55016f2e6", + "problem_id": "v2p_m5_bc6cde1331e15bf6", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=International.", + "bindings": { + "group_col": "International", + "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": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_4bb404a55016f2e6.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_4bb404a55016f2e6", + "api_calls": 0, + "input_tokens": 17820, + "cached_input_tokens": 12032, + "output_tokens": 176, + "total_tokens": 17996, + "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": 7031.04, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/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/m5/artifacts/v2q_m5_4bb404a55016f2e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfefaf1fe1539fd0b9ce4d51baaeff39f6c85bdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:09:35.504207+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": 7031.04, "started_at": "2026-05-19T16:09:28.472174+00:00", "ended_at": "2026-05-19T16:09:35.503238+00:00", "prompt_metrics": {"chars": 20863, "bytes_utf8": 20863, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17820, "cached_input_tokens": 12032, "output_tokens": 176, "reasoning_output_tokens": 106}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"International\\\", COUNT(*) AS row_count\\nFROM \\\"m5\\\"\\nGROUP BY \\\"International\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by the bound subgroup column \\\"International\\\" to inspect count distribution / subgroup size stability.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..127411784f3a956f0fab1fd3ba8a64ecdfd73189 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_4bb404a55016f2e6", + "api_calls": 0, + "input_tokens": 17820, + "cached_input_tokens": 12032, + "output_tokens": 176, + "total_tokens": 17996, + "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": 7031.04, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/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/m5/artifacts/v2q_m5_4d3f95dac564a337/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4d3f95dac564a337/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..88938a5a69cde02bb4cd50d3eeff8ee3fa1c24c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4d3f95dac564a337/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:43.985924+00:00", + "ended_at": "2026-05-19T16:28:51.842506+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_4d3f95dac564a337", + "problem_id": "v2p_m5_04b2372ef3564324", + "dataset_id": "m5", + "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=Application order, measure_col=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Application order", + "measure_col": "Curricular units 2nd sem (approved)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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/m5/artifacts/v2q_m5_4d3f95dac564a337/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4d3f95dac564a337/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..868a071c65c3e3d2f64fba68e2f51abc9905b47d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4d3f95dac564a337/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:47.652425+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": 3662.95, "started_at": "2026-05-19T16:28:43.988433+00:00", "ended_at": "2026-05-19T16:28:47.651426+00:00", "prompt_metrics": {"chars": 21100, "bytes_utf8": 21100, "lines": 540, "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\":\"019e4111-77ea-7fa0-b06b-4029c2c04a57\"}\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": "2026-05-19T16:28:51.842385+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": 3187.34, "started_at": "2026-05-19T16:28:48.653836+00:00", "ended_at": "2026-05-19T16:28:51.841227+00:00", "prompt_metrics": {"chars": 21100, "bytes_utf8": 21100, "lines": 540, "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\":\"019e4111-89ed-7680-b803-770039261d09\"}\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/m5/artifacts/v2q_m5_4e0e64af1b97ba98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4e0e64af1b97ba98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c37d7d114cec1ba83009222b8246a224c0bdb63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4e0e64af1b97ba98/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:31.872438+00:00", + "ended_at": "2026-05-19T16:12:39.490248+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_4e0e64af1b97ba98", + "problem_id": "v2p_m5_83ce7b683dfd41d2", + "dataset_id": "m5", + "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=Daytime/evening attendance, condition_col=Educational special needs.", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "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/m5/artifacts/v2q_m5_4e0e64af1b97ba98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4e0e64af1b97ba98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ea810214de3b80d44fad1ea014223fe6f97cc6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4e0e64af1b97ba98/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:34.824909+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": 2949.94, "started_at": "2026-05-19T16:12:31.874177+00:00", "ended_at": "2026-05-19T16:12:34.824142+00:00", "prompt_metrics": {"chars": 21818, "bytes_utf8": 21818, "lines": 543, "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-a1f1-7702-9784-c14aa8eb5101\"}\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": "2026-05-19T16:12:39.490110+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": 3662.16, "started_at": "2026-05-19T16:12:35.826771+00:00", "ended_at": "2026-05-19T16:12:39.488974+00:00", "prompt_metrics": {"chars": 21818, "bytes_utf8": 21818, "lines": 543, "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-b181-7873-9bd2-196ecc9b28ac\"}\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/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad06b41a5a27e55bb3d7e746943db244dcd02b63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:24.358271+00:00", + "ended_at": "2026-05-19T16:19:27.639455+00:00", + "elapsed_ms": 3281.15, + "returncode": 1, + "prompt_metrics": { + "chars": 21194, + "bytes_utf8": 21194, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d6726add9c23451dbbd4044097eff5c542cf1575 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:28.641469+00:00", + "ended_at": "2026-05-19T16:19:33.039384+00:00", + "elapsed_ms": 4397.89, + "returncode": 1, + "prompt_metrics": { + "chars": 21194, + "bytes_utf8": 21194, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5139220d39b390979ce13fdb007f133831726291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 1st sem (enrolled), measure_col=Application order.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Application order", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "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/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5139220d39b390979ce13fdb007f133831726291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 1st sem (enrolled), measure_col=Application order.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Application order", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "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/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8312bd022fc34ff4fd8c81d928e861196ea7ada7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ed41-7102-a5be-221bfc9cba40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e60c7b6d6539f4aad56ca0e19842db3ea5bee79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ed41-7102-a5be-221bfc9cba40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adcedb49dcb54fa9a621f817a08890449f6518cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-fe16-7d93-8523-9ea5b8690aae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e50716618acc0d16a4506a67da3b54b83ad32022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-fe16-7d93-8523-9ea5b8690aae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..267bde290c94075931325a4996e84e46cddf6586 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:19:24.356368+00:00", + "ended_at": "2026-05-19T16:19:33.040230+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_50f55c3a798f759d", + "problem_id": "v2p_m5_bfef6a921fd00777", + "dataset_id": "m5", + "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=Curricular units 1st sem (enrolled), measure_col=Application order.", + "bindings": { + "group_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Application order", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "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=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_50f55c3a798f759d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2c54f3367ce46981a919f7f3edf79c11cfecdf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_50f55c3a798f759d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:27.640393+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": 3281.15, "started_at": "2026-05-19T16:19:24.358271+00:00", "ended_at": "2026-05-19T16:19:27.639455+00:00", "prompt_metrics": {"chars": 21194, "bytes_utf8": 21194, "lines": 540, "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\":\"019e4108-ed41-7102-a5be-221bfc9cba40\"}\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": "2026-05-19T16:19:33.040143+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": 4397.89, "started_at": "2026-05-19T16:19:28.641469+00:00", "ended_at": "2026-05-19T16:19:33.039384+00:00", "prompt_metrics": {"chars": 21194, "bytes_utf8": 21194, "lines": 540, "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\":\"019e4108-fe16-7d93-8523-9ea5b8690aae\"}\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/m5/artifacts/v2q_m5_512521588ef7fda3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_512521588ef7fda3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72db1e83117e77779ff3f29b98f6bb425edbd603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_512521588ef7fda3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:38.528555+00:00", + "ended_at": "2026-05-19T16:26:46.422813+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_512521588ef7fda3", + "problem_id": "v2p_m5_f1dfc893abec1796", + "dataset_id": "m5", + "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=Curricular units 1st sem (without evaluations).", + "bindings": { + "group_col": "Curricular units 1st sem (without evaluations)", + "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": 9.0, + "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" + ], + "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=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_512521588ef7fda3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_512521588ef7fda3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b3eb8f1964916f20580166730ab77ef21c2c006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_512521588ef7fda3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:41.746475+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": 3214.22, "started_at": "2026-05-19T16:26:38.531111+00:00", "ended_at": "2026-05-19T16:26:41.745374+00:00", "prompt_metrics": {"chars": 21010, "bytes_utf8": 21010, "lines": 538, "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-8dbc-7b82-a789-123e3492edd2\"}\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": "2026-05-19T16:26:46.422642+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": 3673.37, "started_at": "2026-05-19T16:26:42.747886+00:00", "ended_at": "2026-05-19T16:26:46.421311+00:00", "prompt_metrics": {"chars": 21010, "bytes_utf8": 21010, "lines": 538, "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-9e24-7012-8484-8d7a8100f6d9\"}\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/m5/artifacts/v2q_m5_532f6ef8accdcbed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2ea5b7eca00e9bcf960598554d1841c322edd42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:14.071498+00:00", + "ended_at": "2026-05-19T16:26:22.326520+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_532f6ef8accdcbed", + "problem_id": "v2p_m5_14a1db1c6565504f", + "dataset_id": "m5", + "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=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Curricular units 1st sem (approved)", + "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": 9.0, + "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" + ], + "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=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_532f6ef8accdcbed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bd2451e7b52c4f821aee03a3af9ba2ab6739366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:18.061471+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": 3986.01, "started_at": "2026-05-19T16:26:14.074327+00:00", "ended_at": "2026-05-19T16:26:18.060388+00:00", "prompt_metrics": {"chars": 20986, "bytes_utf8": 20986, "lines": 538, "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-2e30-7e10-8420-6bd657c4de67\"}\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": "2026-05-19T16:26:22.326373+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": 3262.14, "started_at": "2026-05-19T16:26:19.063056+00:00", "ended_at": "2026-05-19T16:26:22.325267+00:00", "prompt_metrics": {"chars": 20986, "bytes_utf8": 20986, "lines": 538, "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-41ae-7e22-b39c-3df30dc5305a\"}\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/m5/artifacts/v2q_m5_553f37f7d6ce0915/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3219a2dbe206eb8e9dc4a128b74ce178fd138838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3919, "support_share": 0.8858499095840868, "support_rank": 1}, {"value_label": "2", "support": 379, "support_share": 0.08566907775768536, "support_rank": 2}, {"value_label": "4", "support": 91, "support_share": 0.020569620253164556, "support_rank": 3}, {"value_label": "5", "support": 25, "support_share": 0.005650994575045208, "support_rank": 4}, {"value_label": "6", "support": 6, "support_share": 0.00135623869801085, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0aa5e6b4556ece566f99f9ab7f9691ad72e5e012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/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: m5 +-- 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_m5_553f37f7d6ce0915 +-- problem_id: v2p_m5_fc225d62588cb6ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Marital status" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Marital status" +) +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/m5/artifacts/v2q_m5_553f37f7d6ce0915/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2c827db948ef594c611e1166ab023e16e42904f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/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: m5\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_m5_553f37f7d6ce0915\n-- problem_id: v2p_m5_fc225d62588cb6ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Marital status\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Marital status\"\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: m5\\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_m5_553f37f7d6ce0915\\n-- problem_id: v2p_m5_fc225d62588cb6ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Marital status\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Marital status\\\"\\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\": \"1\", \"support\": 3919, \"support_share\": 0.8858499095840868, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 379, \"support_share\": 0.08566907775768536, \"support_rank\": 2}, {\"value_label\": \"4\", \"support\": 91, \"support_share\": 0.020569620253164556, \"support_rank\": 3}, {\"value_label\": \"5\", \"support\": 25, \"support_share\": 0.005650994575045208, \"support_rank\": 4}, {\"value_label\": \"6\", \"support\": 6, \"support_share\": 0.00135623869801085, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28c883cc4bdba35dc4c446471182394e3c20bdef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.144240+00:00", + "ended_at": "2026-05-19T16:30:30.146704+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_553f37f7d6ce0915", + "problem_id": "v2p_m5_fc225d62588cb6ef", + "dataset_id": "m5", + "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=Marital status.", + "bindings": { + "group_col": "Marital status" + }, + "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=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_553f37f7d6ce0915.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/m5/artifacts/v2q_m5_553f37f7d6ce0915/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_553f37f7d6ce0915/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/m5/artifacts/v2q_m5_55ba8f7642c684b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_55ba8f7642c684b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2a41fc74245530a469e3ae720036e8454a8701e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_55ba8f7642c684b4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:42.083646+00:00", + "ended_at": "2026-05-19T16:25:49.871683+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_55ba8f7642c684b4", + "problem_id": "v2p_m5_bc8b909d2560b973", + "dataset_id": "m5", + "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=Course.", + "bindings": { + "measure_col": "Course", + "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": 9556.0, + "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": [ + "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=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "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/m5/artifacts/v2q_m5_55ba8f7642c684b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_55ba8f7642c684b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..828de9b831e41e4d3b16eaa7be38cd40d1a18d3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_55ba8f7642c684b4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:45.413491+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": 3326.42, "started_at": "2026-05-19T16:25:42.086081+00:00", "ended_at": "2026-05-19T16:25:45.412533+00:00", "prompt_metrics": {"chars": 20878, "bytes_utf8": 20878, "lines": 538, "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-b126-7de1-888a-25756f5e574a\"}\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": "2026-05-19T16:25:49.871547+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": 3455.5, "started_at": "2026-05-19T16:25:46.414815+00:00", "ended_at": "2026-05-19T16:25:49.870355+00:00", "prompt_metrics": {"chars": 20878, "bytes_utf8": 20878, "lines": 538, "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-c207-73e3-902e-238c2aec40f3\"}\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/m5/artifacts/v2q_m5_560f40986380c3c9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_560f40986380c3c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40daf449a64d83cc2b1d1516afad7328cf9dbd7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_560f40986380c3c9/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:22:27.401486+00:00", + "ended_at": "2026-05-19T16:22:40.780274+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_560f40986380c3c9", + "problem_id": "v2p_m5_39cfede237c97186", + "dataset_id": "m5", + "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": "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 direction_consistency with semantic role within_group_proportion. Focus on group_col=GDP, condition_col=International.", + "bindings": { + "group_col": "GDP", + "condition_col": "International", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_560f40986380c3c9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_560f40986380c3c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9eba701aefa2156716c356e721c3ba3180e7545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_560f40986380c3c9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:36.076120+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": 8671.09, "started_at": "2026-05-19T16:22:27.403845+00:00", "ended_at": "2026-05-19T16:22:36.074979+00:00", "prompt_metrics": {"chars": 21186, "bytes_utf8": 21186, "lines": 543, "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-b8d7-7002-9c20-3cc8922a2319\"}\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": "2026-05-19T16:22:40.780132+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": 3700.34, "started_at": "2026-05-19T16:22:37.078526+00:00", "ended_at": "2026-05-19T16:22:40.778926+00:00", "prompt_metrics": {"chars": 21186, "bytes_utf8": 21186, "lines": 543, "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-de8a-7202-8589-801de864745a\"}\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/m5/artifacts/v2q_m5_58812555f26a5199/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_58812555f26a5199/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ddf5f1c1e1d5aa640eb27746bec48b30b5247028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_58812555f26a5199/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:06:11.269343+00:00", + "ended_at": "2026-05-19T16:06:18.088275+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_58812555f26a5199", + "problem_id": "v2p_m5_628947f98ded0c39", + "dataset_id": "m5", + "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_rank_order", + "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=Application mode, measure_col=Application mode.", + "bindings": { + "group_col": "Application mode", + "measure_col": "Application mode", + "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": 39.0, + "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=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_58812555f26a5199/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_58812555f26a5199/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..086cba6781a855e64d186ffccada573812549308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_58812555f26a5199/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:14.217398+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": 2945.29, "started_at": "2026-05-19T16:06:11.271209+00:00", "ended_at": "2026-05-19T16:06:14.216527+00:00", "prompt_metrics": {"chars": 20975, "bytes_utf8": 20975, "lines": 540, "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\":\"019e40fc-d33d-7213-82f7-127b4a2a1cf3\"}\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": "2026-05-19T16:06:18.088184+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2867.99, "started_at": "2026-05-19T16:06:15.219353+00:00", "ended_at": "2026-05-19T16:06:18.087390+00:00", "prompt_metrics": {"chars": 20975, "bytes_utf8": 20975, "lines": 540, "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\":\"019e40fc-e2ce-73e2-9851-5e484501a4cb\"}\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/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e59032bb54fd48439172dae8d1af7f90dd10928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:17.359553+00:00", + "ended_at": "2026-05-19T16:10:20.689881+00:00", + "elapsed_ms": 3330.29, + "returncode": 1, + "prompt_metrics": { + "chars": 21452, + "bytes_utf8": 21452, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fd3dec7448d61a442038f36ab89ac887a3c433d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:21.692013+00:00", + "ended_at": "2026-05-19T16:10:24.955302+00:00", + "elapsed_ms": 3263.26, + "returncode": 1, + "prompt_metrics": { + "chars": 21452, + "bytes_utf8": 21452, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b652a29b5d36b359284b95589350600515eb3b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (evaluations), measure_col=Inflation rate.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Inflation rate", + "item_col": "Curricular units 1st sem (evaluations)", + "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": 1.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_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/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b652a29b5d36b359284b95589350600515eb3b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (evaluations), measure_col=Inflation rate.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Inflation rate", + "item_col": "Curricular units 1st sem (evaluations)", + "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": 1.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_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/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7815125c9e086fcc4d80004efe88459ad29f71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-948b-7fc3-bbee-09298e127e10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4849513005c3358832d8161a51958ddfe96d2c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-948b-7fc3-bbee-09298e127e10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..811ed03ec4b402afc56da559ba885778c57a1025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a593-7ae0-a922-6b6c90c77975"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03f8daeb73578263e5bba89fee0332b698e73bf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a593-7ae0-a922-6b6c90c77975"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc9728dec1634f281c09289ff923545fbb688fd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:17.357759+00:00", + "ended_at": "2026-05-19T16:10:24.956425+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_591d264a4a7724c4", + "problem_id": "v2p_m5_3a844bd3868073d7", + "dataset_id": "m5", + "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=Curricular units 2nd sem (evaluations), measure_col=Inflation rate.", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Inflation rate", + "item_col": "Curricular units 1st sem (evaluations)", + "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": 1.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_591d264a4a7724c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56b65381456fa73a6d435d6c8068753cb9e1ae7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_591d264a4a7724c4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:20.690912+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": 3330.29, "started_at": "2026-05-19T16:10:17.359553+00:00", "ended_at": "2026-05-19T16:10:20.689881+00:00", "prompt_metrics": {"chars": 21452, "bytes_utf8": 21452, "lines": 542, "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\":\"019e4100-948b-7fc3-bbee-09298e127e10\"}\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": "2026-05-19T16:10:24.956310+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": 3263.26, "started_at": "2026-05-19T16:10:21.692013+00:00", "ended_at": "2026-05-19T16:10:24.955302+00:00", "prompt_metrics": {"chars": 21452, "bytes_utf8": 21452, "lines": 542, "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\":\"019e4100-a593-7ae0-a922-6b6c90c77975\"}\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/m5/artifacts/v2q_m5_5a6edb0927074e98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5a6edb0927074e98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f1d9500f43cb87a82defcf7c6b9c8419aaa4c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5a6edb0927074e98/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:16.475215+00:00", + "ended_at": "2026-05-19T16:25:25.324307+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_5a6edb0927074e98", + "problem_id": "v2p_m5_9c2054b48b165513", + "dataset_id": "m5", + "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=Marital status.", + "bindings": { + "measure_col": "Marital status", + "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 + }, + "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=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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/m5/artifacts/v2q_m5_5a6edb0927074e98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5a6edb0927074e98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21af1faca052088686fc6d9558c9da145269a965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5a6edb0927074e98/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:21.087258+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": 4608.35, "started_at": "2026-05-19T16:25:16.477928+00:00", "ended_at": "2026-05-19T16:25:21.086319+00:00", "prompt_metrics": {"chars": 20892, "bytes_utf8": 20892, "lines": 538, "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-4d24-7c60-af89-c81bae2b6ac4\"}\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": "2026-05-19T16:25:25.324179+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": 3233.95, "started_at": "2026-05-19T16:25:22.088712+00:00", "ended_at": "2026-05-19T16:25:25.322711+00:00", "prompt_metrics": {"chars": 20892, "bytes_utf8": 20892, "lines": 538, "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-6327-7df2-b4a2-3aaeec3fa753\"}\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/m5/artifacts/v2q_m5_5c5d6defbd35a460/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5c5d6defbd35a460/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..baca3645a374691cc3bd5cab845758bbfccbb9fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5c5d6defbd35a460/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:00.087796+00:00", + "ended_at": "2026-05-19T16:29:09.397307+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_5c5d6defbd35a460", + "problem_id": "v2p_m5_6e3c3f28c9b54f87", + "dataset_id": "m5", + "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=Course, measure_col=Curricular units 2nd sem (grade).", + "bindings": { + "group_col": "Course", + "measure_col": "Curricular units 2nd sem (grade)", + "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": 13.0, + "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=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "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/m5/artifacts/v2q_m5_5c5d6defbd35a460/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5c5d6defbd35a460/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b4b35cb7dd68dbb25b73bc8806da2b96988a0ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5c5d6defbd35a460/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:05.175142+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": 5083.78, "started_at": "2026-05-19T16:29:00.090392+00:00", "ended_at": "2026-05-19T16:29:05.174211+00:00", "prompt_metrics": {"chars": 21074, "bytes_utf8": 21074, "lines": 540, "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\":\"019e4111-b6a5-76a2-ab35-f2888a76f564\"}\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": "2026-05-19T16:29:09.397207+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": 3219.6, "started_at": "2026-05-19T16:29:06.176623+00:00", "ended_at": "2026-05-19T16:29:09.396263+00:00", "prompt_metrics": {"chars": 21074, "bytes_utf8": 21074, "lines": 540, "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\":\"019e4111-ce5f-73a1-aa9c-90883d0775da\"}\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/m5/artifacts/v2q_m5_5d0aac55a6c11a27/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c25371eceb0ce461f23ada265ae1982ad2c70f76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Father's occupation": "9", "support": 1010, "avg_response": 1.6683168316831682}, {"Father's occupation": "7", "support": 666, "avg_response": 1.8993993993993994}, {"Father's occupation": "5", "support": 516, "avg_response": 1.949612403100775}, {"Father's occupation": "4", "support": 386, "avg_response": 1.733160621761658}, {"Father's occupation": "3", "support": 384, "avg_response": 1.859375}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..17621ca92b70bca0b858c2f954a1efb0854eae92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/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: m5 +-- 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_m5_5d0aac55a6c11a27 +-- problem_id: v2p_m5_66a259c5139abaef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Father's occupation", + COUNT(*) AS support, + AVG("Application order") AS avg_response +FROM "m5" +GROUP BY "Father's occupation" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1305426ace04834e72539d0a2f09760e989dbb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/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: m5\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_m5_5d0aac55a6c11a27\n-- problem_id: v2p_m5_66a259c5139abaef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Father's occupation\",\n COUNT(*) AS support,\n AVG(\"Application order\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Father's occupation\"\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: m5\\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_m5_5d0aac55a6c11a27\\n-- problem_id: v2p_m5_66a259c5139abaef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Father's occupation\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Application order\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Father's occupation\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Father's occupation\", \"support\", \"avg_response\"], \"rows\": [{\"Father's occupation\": \"9\", \"support\": 1010, \"avg_response\": 1.6683168316831682}, {\"Father's occupation\": \"7\", \"support\": 666, \"avg_response\": 1.8993993993993994}, {\"Father's occupation\": \"5\", \"support\": 516, \"avg_response\": 1.949612403100775}, {\"Father's occupation\": \"4\", \"support\": 386, \"avg_response\": 1.733160621761658}, {\"Father's occupation\": \"3\", \"support\": 384, \"avg_response\": 1.859375}, {\"Father's occupation\": \"8\", \"support\": 318, \"avg_response\": 1.6320754716981132}, {\"Father's occupation\": \"10\", \"support\": 266, \"avg_response\": 1.6428571428571428}, {\"Father's occupation\": \"6\", \"support\": 242, \"avg_response\": 1.4256198347107438}, {\"Father's occupation\": \"2\", \"support\": 197, \"avg_response\": 1.5786802030456852}, {\"Father's occupation\": \"1\", \"support\": 134, \"avg_response\": 1.6343283582089552}, {\"Father's occupation\": \"0\", \"support\": 128, \"avg_response\": 1.546875}, {\"Father's occupation\": \"90\", \"support\": 65, \"avg_response\": 1.7076923076923076}, {\"Father's occupation\": \"99\", \"support\": 19, \"avg_response\": 1.5263157894736843}, {\"Father's occupation\": \"193\", \"support\": 15, \"avg_response\": 1.1333333333333333}, {\"Father's occupation\": \"171\", \"support\": 8, \"avg_response\": 1.875}, {\"Father's occupation\": \"144\", \"support\": 8, \"avg_response\": 1.5}, {\"Father's occupation\": \"192\", \"support\": 6, \"avg_response\": 1.3333333333333333}, {\"Father's occupation\": \"163\", \"support\": 5, \"avg_response\": 2.0}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c058216dca99ec2380e67da526f8337a42bfc7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.198747+00:00", + "ended_at": "2026-05-19T16:30:30.202133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_5d0aac55a6c11a27", + "problem_id": "v2p_m5_66a259c5139abaef", + "dataset_id": "m5", + "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=Application order, key_col=Father's occupation.", + "bindings": { + "key_col": "Father's occupation", + "measure_col": "Application order", + "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/m5/sql/v2q_m5_5d0aac55a6c11a27.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/m5/artifacts/v2q_m5_5d0aac55a6c11a27/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d0aac55a6c11a27/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/m5/artifacts/v2q_m5_5d4d8cb66da44552/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db970c45c3c5eb92cfdf0996eef59c5097b185db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3894, "support_share": 0.8801989150090416, "cumulative_support": 3894}, {"value_label": "1", "support": 107, "support_share": 0.02418625678119349, "cumulative_support": 4001}, {"value_label": "2", "support": 92, "support_share": 0.020795660036166366, "cumulative_support": 4093}, {"value_label": "4", "support": 78, "support_share": 0.01763110307414105, "cumulative_support": 4171}, {"value_label": "5", "support": 68, "support_share": 0.015370705244122965, "cumulative_support": 4239}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fcae8e8015070327b29d9ab95591efc62abe19d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_5d4d8cb66da44552 +-- problem_id: v2p_m5_8ff5c36d485295a8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 2nd sem (credited)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 2nd sem (credited)" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64e6ef4b12c6aa47aaba004f7f06eb87bcd6c200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_5d4d8cb66da44552\n-- problem_id: v2p_m5_8ff5c36d485295a8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 2nd sem (credited)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 2nd sem (credited)\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_5d4d8cb66da44552\\n-- problem_id: v2p_m5_8ff5c36d485295a8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 2nd sem (credited)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 2nd sem (credited)\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 3894, \"support_share\": 0.8801989150090416, \"cumulative_support\": 3894}, {\"value_label\": \"1\", \"support\": 107, \"support_share\": 0.02418625678119349, \"cumulative_support\": 4001}, {\"value_label\": \"2\", \"support\": 92, \"support_share\": 0.020795660036166366, \"cumulative_support\": 4093}, {\"value_label\": \"4\", \"support\": 78, \"support_share\": 0.01763110307414105, \"cumulative_support\": 4171}, {\"value_label\": \"5\", \"support\": 68, \"support_share\": 0.015370705244122965, \"cumulative_support\": 4239}, {\"value_label\": \"3\", \"support\": 49, \"support_share\": 0.011075949367088608, \"cumulative_support\": 4288}, {\"value_label\": \"6\", \"support\": 26, \"support_share\": 0.005877034358047016, \"cumulative_support\": 4314}, {\"value_label\": \"11\", \"support\": 20, \"support_share\": 0.0045207956600361665, \"cumulative_support\": 4334}, {\"value_label\": \"7\", \"support\": 16, \"support_share\": 0.003616636528028933, \"cumulative_support\": 4350}, {\"value_label\": \"9\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"cumulative_support\": 4365}, {\"value_label\": \"12\", \"support\": 14, \"support_share\": 0.0031645569620253164, \"cumulative_support\": 4379}, {\"value_label\": \"10\", \"support\": 13, \"support_share\": 0.002938517179023508, \"cumulative_support\": 4392}, {\"value_label\": \"8\", \"support\": 12, \"support_share\": 0.0027124773960217, \"cumulative_support\": 4404}, {\"value_label\": \"13\", \"support\": 9, \"support_share\": 0.002034358047016275, \"cumulative_support\": 4413}, {\"value_label\": \"14\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4417}, {\"value_label\": \"15\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4419}, {\"value_label\": \"16\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4421}, {\"value_label\": \"18\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4423}, {\"value_label\": \"19\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4424}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3c84d2b4c30ddbc17e7ff0438bb53c25b49ddb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.133847+00:00", + "ended_at": "2026-05-19T16:30:30.136646+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_5d4d8cb66da44552", + "problem_id": "v2p_m5_8ff5c36d485295a8", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "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/m5/sql/v2q_m5_5d4d8cb66da44552.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/m5/artifacts/v2q_m5_5d4d8cb66da44552/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5d4d8cb66da44552/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/m5/artifacts/v2q_m5_5ffa646661f511d7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5ffa646661f511d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28a3373cc102d490bde3b2f5c4c51cc948f1f39d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5ffa646661f511d7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:49.724819+00:00", + "ended_at": "2026-05-19T16:16:57.772303+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_5ffa646661f511d7", + "problem_id": "v2p_m5_007f3b0421e1765d", + "dataset_id": "m5", + "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=Mother's occupation, measure_col=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Mother's occupation", + "measure_col": "Curricular units 2nd sem (credited)", + "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": 0.0, + "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": "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=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "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/m5/artifacts/v2q_m5_5ffa646661f511d7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5ffa646661f511d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..713fa98c6d7195717ad7fcfbf94077bdce6dfafb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_5ffa646661f511d7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:53.154478+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": 3425.64, "started_at": "2026-05-19T16:16:49.727593+00:00", "ended_at": "2026-05-19T16:16:53.153278+00:00", "prompt_metrics": {"chars": 21575, "bytes_utf8": 21575, "lines": 540, "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\":\"019e4106-91d1-77e1-9bd1-0bf89d9540b8\"}\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": "2026-05-19T16:16:57.772178+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": 3613.42, "started_at": "2026-05-19T16:16:54.157555+00:00", "ended_at": "2026-05-19T16:16:57.771051+00:00", "prompt_metrics": {"chars": 21575, "bytes_utf8": 21575, "lines": 540, "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-a31d-7182-97e5-cf6497c954db\"}\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/m5/artifacts/v2q_m5_607dece0b2ead69c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_607dece0b2ead69c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f415624dc48e356b594bd5e65a13c73e3c84f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_607dece0b2ead69c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:41.243667+00:00", + "ended_at": "2026-05-19T16:15:50.518882+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_607dece0b2ead69c", + "problem_id": "v2p_m5_c52412503ced6dc1", + "dataset_id": "m5", + "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=Age at enrollment.", + "bindings": { + "measure_col": "Age at enrollment", + "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": 25.0, + "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": [ + "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=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "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/m5/artifacts/v2q_m5_607dece0b2ead69c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_607dece0b2ead69c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3f2a4ae96e47fc952a7410389d70f65f6b3458f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_607dece0b2ead69c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:44.584544+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": 3338.41, "started_at": "2026-05-19T16:15:41.245318+00:00", "ended_at": "2026-05-19T16:15:44.583753+00:00", "prompt_metrics": {"chars": 21133, "bytes_utf8": 21133, "lines": 538, "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\":\"019e4105-85d4-73d0-9d1a-c0766e56fea5\"}\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": "2026-05-19T16:15:50.518793+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": 4932.38, "started_at": "2026-05-19T16:15:45.585687+00:00", "ended_at": "2026-05-19T16:15:50.518104+00:00", "prompt_metrics": {"chars": 21133, "bytes_utf8": 21133, "lines": 538, "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\":\"019e4105-96cb-7443-bc72-3b1ba4f7cf5a\"}\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/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44d02aea343215e6c24175170d4f8bf7fffdbfdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:09.611795+00:00", + "ended_at": "2026-05-19T16:11:12.631371+00:00", + "elapsed_ms": 3019.55, + "returncode": 1, + "prompt_metrics": { + "chars": 21413, + "bytes_utf8": 21413, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d32a1bce90be2aee2fe3be0f6414a8d76219a319 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:13.633111+00:00", + "ended_at": "2026-05-19T16:11:16.469393+00:00", + "elapsed_ms": 2836.26, + "returncode": 1, + "prompt_metrics": { + "chars": 21413, + "bytes_utf8": 21413, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..707463bddf6163437519f05f2635bfb9ad195925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Inflation rate, measure_col=Application order.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Inflation rate", + "measure_col": "Application order", + "item_col": "Curricular units 2nd sem (evaluations)", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..707463bddf6163437519f05f2635bfb9ad195925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Inflation rate, measure_col=Application order.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Inflation rate", + "measure_col": "Application order", + "item_col": "Curricular units 2nd sem (evaluations)", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8913a795b81c4414aee1aa1fc9ba543a08bd9f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-60a7-7ae2-afc0-2345bc26f228"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..163e8d56b44cd64083265ecbe0bfd28fe4a8feee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-60a7-7ae2-afc0-2345bc26f228"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..079fcb6007b23ac9b7c11236da8308ce7d20cc4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7050-72f2-9803-9b31fe5ecc3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..700e43e9bedf9107fab33f5dd369817bf028bc77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7050-72f2-9803-9b31fe5ecc3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..316543f2599648e64afd324f78f1388c44db1bd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:09.610067+00:00", + "ended_at": "2026-05-19T16:11:16.470193+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_630744e6ade3ebc7", + "problem_id": "v2p_m5_c7daaa0f9d9cebcf", + "dataset_id": "m5", + "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=Inflation rate, measure_col=Application order.", + "bindings": { + "group_col": "Inflation rate", + "measure_col": "Application order", + "item_col": "Curricular units 2nd sem (evaluations)", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "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", + "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/m5/artifacts/v2q_m5_630744e6ade3ebc7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cbc0fd57277ae3151f1f8803474ab30bc7b1842 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_630744e6ade3ebc7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:12.632070+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": 3019.55, "started_at": "2026-05-19T16:11:09.611795+00:00", "ended_at": "2026-05-19T16:11:12.631371+00:00", "prompt_metrics": {"chars": 21413, "bytes_utf8": 21413, "lines": 542, "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\":\"019e4101-60a7-7ae2-afc0-2345bc26f228\"}\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": "2026-05-19T16:11:16.470106+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": 2836.26, "started_at": "2026-05-19T16:11:13.633111+00:00", "ended_at": "2026-05-19T16:11:16.469393+00:00", "prompt_metrics": {"chars": 21413, "bytes_utf8": 21413, "lines": 542, "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\":\"019e4101-7050-72f2-9803-9b31fe5ecc3f\"}\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/m5/artifacts/v2q_m5_632f3c9624922987/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_632f3c9624922987/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e87c8dbf2960de564b8f77f04b054b6e2066631d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_632f3c9624922987/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:56.070564+00:00", + "ended_at": "2026-05-19T16:10:03.032619+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_632f3c9624922987", + "problem_id": "v2p_m5_91a29a4b6fa0c41d", + "dataset_id": "m5", + "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=Curricular units 2nd sem (enrolled), measure_col=Unemployment rate.", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Unemployment rate", + "item_col": "Curricular units 1st sem (enrolled)", + "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": 13.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_632f3c9624922987/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_632f3c9624922987/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94b574c77d68545f6890edf4c237549e272fb0e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_632f3c9624922987/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:59.126335+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": 3053.14, "started_at": "2026-05-19T16:09:56.072418+00:00", "ended_at": "2026-05-19T16:09:59.125581+00:00", "prompt_metrics": {"chars": 21448, "bytes_utf8": 21448, "lines": 542, "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\":\"019e4100-416a-7352-a501-e23e7905bd46\"}\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": "2026-05-19T16:10:03.032534+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": 2904.44, "started_at": "2026-05-19T16:10:00.127337+00:00", "ended_at": "2026-05-19T16:10:03.031806+00:00", "prompt_metrics": {"chars": 21448, "bytes_utf8": 21448, "lines": 542, "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\":\"019e4100-5146-7443-b851-7cc8e1139e73\"}\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/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f129609b7c25314694608902741bc8f509d0a04d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:49.875409+00:00", + "ended_at": "2026-05-19T16:25:52.995932+00:00", + "elapsed_ms": 3120.49, + "returncode": 1, + "prompt_metrics": { + "chars": 20908, + "bytes_utf8": 20908, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5eb2beee188c32cc14c1a5888e83ae9a2ab151f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:53.999177+00:00", + "ended_at": "2026-05-19T16:25:57.404809+00:00", + "elapsed_ms": 3405.58, + "returncode": 1, + "prompt_metrics": { + "chars": 20908, + "bytes_utf8": 20908, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf819384bac67c9318d7c51f74f9f25bb8067b88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Previous qualification.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Previous qualification", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf819384bac67c9318d7c51f74f9f25bb8067b88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Previous qualification.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Previous qualification", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5189a18f0c7cee136b64fc277b35325b3b94182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-cf96-75b0-b45e-a5442709ee7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..827f4da3d6d2316bfd63d2575c87fb7a8709b979 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-cf96-75b0-b45e-a5442709ee7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58e316d9edc8ca52449d7e98a8aaf37ace46e2b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-dfdb-7083-aae4-b6c5ab0034f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73fe76c951eb060afa296422f791e88e88e2b44d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-dfdb-7083-aae4-b6c5ab0034f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a88e6a0e83be4faafbade91501be4294bd8584f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:49.872527+00:00", + "ended_at": "2026-05-19T16:25:57.405855+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_63f88909e03e18bb", + "problem_id": "v2p_m5_1ee2646a25064844", + "dataset_id": "m5", + "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=Previous qualification.", + "bindings": { + "measure_col": "Previous qualification", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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": [ + "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=9", + "sql_variant_index=1/1", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "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/m5/artifacts/v2q_m5_63f88909e03e18bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9060ce025b6c7c082f12bc5b6bd08bb820cb2cf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_63f88909e03e18bb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:52.996900+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": 3120.49, "started_at": "2026-05-19T16:25:49.875409+00:00", "ended_at": "2026-05-19T16:25:52.995932+00:00", "prompt_metrics": {"chars": 20908, "bytes_utf8": 20908, "lines": 538, "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-cf96-75b0-b45e-a5442709ee7a\"}\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": "2026-05-19T16:25:57.405754+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": 3405.58, "started_at": "2026-05-19T16:25:53.999177+00:00", "ended_at": "2026-05-19T16:25:57.404809+00:00", "prompt_metrics": {"chars": 20908, "bytes_utf8": 20908, "lines": 538, "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-dfdb-7083-aae4-b6c5ab0034f4\"}\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/m5/artifacts/v2q_m5_6443479a72b763b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c1a159e855f9ddd5be2d85214d5141f9a10bc2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:29.321503+00:00", + "ended_at": "2026-05-19T16:08:36.606488+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6443479a72b763b0", + "problem_id": "v2p_m5_f501f0a29eefd4b9", + "dataset_id": "m5", + "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_conditional_contrast", + "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=Father's qualification, measure_col=Father's qualification.", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Father's qualification", + "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": 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 + }, + "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=9", + "sql_variant_index=1/2", + "binding_index=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_6443479a72b763b0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a8e73a3143e5c98f679e0d46b85e87dbfc83f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:32.604519+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": 3280.47, "started_at": "2026-05-19T16:08:29.323217+00:00", "ended_at": "2026-05-19T16:08:32.603713+00:00", "prompt_metrics": {"chars": 21000, "bytes_utf8": 21000, "lines": 540, "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\":\"019e40fe-ee89-7123-af9d-2776c9e24c96\"}\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": "2026-05-19T16:08:36.606389+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": 2999.57, "started_at": "2026-05-19T16:08:33.605821+00:00", "ended_at": "2026-05-19T16:08:36.605433+00:00", "prompt_metrics": {"chars": 21000, "bytes_utf8": 21000, "lines": 540, "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\":\"019e40fe-ff4b-7723-9360-2ec2a43af986\"}\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/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40bcf29bfde6d706c581a7450935ffc0bf207c9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:03.034805+00:00", + "ended_at": "2026-05-19T16:10:05.907689+00:00", + "elapsed_ms": 2872.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21455, + "bytes_utf8": 21455, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b08017af084a98f30c387e53ca90939e4982b38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:06.909570+00:00", + "ended_at": "2026-05-19T16:10:09.925685+00:00", + "elapsed_ms": 3016.08, + "returncode": 1, + "prompt_metrics": { + "chars": 21455, + "bytes_utf8": 21455, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89991daabb495aac32919b98df73c5780ebbd4e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (enrolled), measure_col=Unemployment rate.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Unemployment rate", + "item_col": "Curricular units 1st sem (enrolled)", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89991daabb495aac32919b98df73c5780ebbd4e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (enrolled), measure_col=Unemployment rate.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Unemployment rate", + "item_col": "Curricular units 1st sem (enrolled)", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdb5ab5f83d9a2282def995f59b496817c247bbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5ca3-79a1-82e9-8bf7f3fcc618"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a91b875ebca99fc49f7cdd511e645b33340f2100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5ca3-79a1-82e9-8bf7f3fcc618"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..460786fa5392c077d6246549de65ff816b2dc7db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6bc7-70c2-a31c-196b7d09f7f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..194fe5eb3b9eca782e9cc80d19190ce2474a7f73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6bc7-70c2-a31c-196b7d09f7f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f6fe65f481d4554e48080fdeec792bdf6e02b92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:03.032959+00:00", + "ended_at": "2026-05-19T16:10:09.926518+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_64c589add4934505", + "problem_id": "v2p_m5_2628dd84338546ce", + "dataset_id": "m5", + "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=Curricular units 2nd sem (enrolled), measure_col=Unemployment rate.", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Unemployment rate", + "item_col": "Curricular units 1st sem (enrolled)", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_64c589add4934505/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26e50c48ef4388fc5619a55564eea147adb8a12b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_64c589add4934505/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:05.908492+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": 2872.85, "started_at": "2026-05-19T16:10:03.034805+00:00", "ended_at": "2026-05-19T16:10:05.907689+00:00", "prompt_metrics": {"chars": 21455, "bytes_utf8": 21455, "lines": 542, "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\":\"019e4100-5ca3-79a1-82e9-8bf7f3fcc618\"}\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": "2026-05-19T16:10:09.926433+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": 3016.08, "started_at": "2026-05-19T16:10:06.909570+00:00", "ended_at": "2026-05-19T16:10:09.925685+00:00", "prompt_metrics": {"chars": 21455, "bytes_utf8": 21455, "lines": 542, "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\":\"019e4100-6bc7-70c2-a31c-196b7d09f7f7\"}\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/m5/artifacts/v2q_m5_65225b27bad9fb00/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_65225b27bad9fb00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..679e13cade46a6f2d334ddc015a0dbac4c25eeeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_65225b27bad9fb00/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:17.402415+00:00", + "ended_at": "2026-05-19T16:13:24.637307+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_65225b27bad9fb00", + "problem_id": "v2p_m5_11bbf7064e03cb9a", + "dataset_id": "m5", + "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=Father's occupation, condition_col=Target.", + "bindings": { + "group_col": "Father's occupation", + "condition_col": "Target", + "condition_value": "Graduate", + "positive_value": "Graduate", + "negative_value": "Dropout", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "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/m5/artifacts/v2q_m5_65225b27bad9fb00/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_65225b27bad9fb00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb9f258d09978953e9fb358ae848ee2831b895c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_65225b27bad9fb00/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:20.755036+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": 3350.02, "started_at": "2026-05-19T16:13:17.404114+00:00", "ended_at": "2026-05-19T16:13:20.754165+00:00", "prompt_metrics": {"chars": 21787, "bytes_utf8": 21787, "lines": 543, "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\":\"019e4103-53f2-7803-be5d-f567f9eaefcf\"}\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": "2026-05-19T16:13:24.637216+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": 2880.33, "started_at": "2026-05-19T16:13:21.756085+00:00", "ended_at": "2026-05-19T16:13:24.636448+00:00", "prompt_metrics": {"chars": 21787, "bytes_utf8": 21787, "lines": 543, "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\":\"019e4103-64d6-7732-bd64-a79aade86132\"}\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/m5/artifacts/v2q_m5_664f8122492db28e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_664f8122492db28e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f52fc80c26e70c522a4d749a5449fc3fea9f679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_664f8122492db28e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:22:48.259518+00:00", + "ended_at": "2026-05-19T16:22:55.634615+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_664f8122492db28e", + "problem_id": "v2p_m5_f5a2d1ad8a682aa3", + "dataset_id": "m5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Target, condition_col=Target.", + "bindings": { + "group_col": "Target", + "condition_col": "Target", + "condition_value": "Dropout", + "positive_value": "Graduate", + "negative_value": "Dropout", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_664f8122492db28e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_664f8122492db28e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e99acd9f6877af17c36c6f23206dad7ae61a125 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_664f8122492db28e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:51.305460+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": 3042.2, "started_at": "2026-05-19T16:22:48.262192+00:00", "ended_at": "2026-05-19T16:22:51.304432+00:00", "prompt_metrics": {"chars": 21201, "bytes_utf8": 21201, "lines": 543, "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\":\"019e410c-0a33-7e43-9798-53a97179e99c\"}\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": "2026-05-19T16:22:55.634496+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": 3325.5, "started_at": "2026-05-19T16:22:52.307819+00:00", "ended_at": "2026-05-19T16:22:55.633376+00:00", "prompt_metrics": {"chars": 21201, "bytes_utf8": 21201, "lines": 543, "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\":\"019e410c-1a27-7f41-8d39-f819aefa353f\"}\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/m5/artifacts/v2q_m5_6779ce6c1ccfd498/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6779ce6c1ccfd498/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4c518527d0e408e5d44e3e76e7fe55985766547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6779ce6c1ccfd498/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:14.158044+00:00", + "ended_at": "2026-05-19T16:30:22.128987+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6779ce6c1ccfd498", + "problem_id": "v2p_m5_913d40cccf34f581", + "dataset_id": "m5", + "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=Father's qualification, measure_col=Marital status.", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Marital status", + "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 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=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_6779ce6c1ccfd498/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6779ce6c1ccfd498/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf11bb56bfbd0e868e8dc478f3f88544a628da1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6779ce6c1ccfd498/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:17.594968+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": 3433.27, "started_at": "2026-05-19T16:30:14.160342+00:00", "ended_at": "2026-05-19T16:30:17.593648+00:00", "prompt_metrics": {"chars": 21069, "bytes_utf8": 21069, "lines": 540, "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\":\"019e4112-d810-7453-91ea-ec553065af00\"}\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": "2026-05-19T16:30:22.128850+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": 3529.98, "started_at": "2026-05-19T16:30:18.597426+00:00", "ended_at": "2026-05-19T16:30:22.127473+00:00", "prompt_metrics": {"chars": 21069, "bytes_utf8": 21069, "lines": 540, "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\":\"019e4112-e94a-73b1-8598-88d88b75a62f\"}\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/m5/artifacts/v2q_m5_68367ca3cb117cb5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42c7f7cbec214df1f5052f51690cb33b8a892bc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:17:05.251622+00:00", + "ended_at": "2026-05-19T16:17:20.238702+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_68367ca3cb117cb5", + "problem_id": "v2p_m5_21db6150ad94380c", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Father's occupation, measure_col=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Father's occupation", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_68367ca3cb117cb5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b71fc340a845ea3cd338ea97ddf6ba667f572fee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:16.185285+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": 10930.26, "started_at": "2026-05-19T16:17:05.253913+00:00", "ended_at": "2026-05-19T16:17:16.184216+00:00", "prompt_metrics": {"chars": 21576, "bytes_utf8": 21576, "lines": 540, "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-ce55-7e51-826c-ccca0a530f30\"}\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": "2026-05-19T16:17:20.238480+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": 3048.74, "started_at": "2026-05-19T16:17:17.188066+00:00", "ended_at": "2026-05-19T16:17:20.236863+00:00", "prompt_metrics": {"chars": 21576, "bytes_utf8": 21576, "lines": 540, "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-fcf5-7373-8938-3b11054534f9\"}\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/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68555285ea666db705aa0b7557f8fc41c29f8526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:48.487384+00:00", + "ended_at": "2026-05-19T16:14:51.491893+00:00", + "elapsed_ms": 3004.49, + "returncode": 1, + "prompt_metrics": { + "chars": 21159, + "bytes_utf8": 21159, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..964ba665b2055d29810d962dc02685a84ee5c97b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:52.494584+00:00", + "ended_at": "2026-05-19T16:14:55.948155+00:00", + "elapsed_ms": 3453.52, + "returncode": 1, + "prompt_metrics": { + "chars": 21159, + "bytes_utf8": 21159, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a416b969b5e84cee6932e9ae352eeccc3834662d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Previous qualification (grade).", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Previous qualification (grade)", + "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": 140.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a416b969b5e84cee6932e9ae352eeccc3834662d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Previous qualification (grade).", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Previous qualification (grade)", + "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": 140.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01208c10b013ee33ea91306bb97e0da6067efdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b7cc-7450-87db-baaa7d6fee0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92ffaf93f3d249fa2e3325f528aa2f215cfe71b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b7cc-7450-87db-baaa7d6fee0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9202fa89366bad17cf60f0d4a86d00eb70ec465d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c747-71c2-b2e7-4c246b828598"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d84c5427337ea67959cc108a2befcfafc4de02b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c747-71c2-b2e7-4c246b828598"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0e15c04311f26a4b1f0e83f9a88a0ce2652bf3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:48.485533+00:00", + "ended_at": "2026-05-19T16:14:55.949062+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_68b156288580cba8", + "problem_id": "v2p_m5_aaa0c8fce41a7c8b", + "dataset_id": "m5", + "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=Previous qualification (grade).", + "bindings": { + "measure_col": "Previous qualification (grade)", + "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": 140.0, + "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": [ + "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=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "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/m5/artifacts/v2q_m5_68b156288580cba8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e37ae5d7d8ecb0114ddcb1e3e428c6cc1792d19e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68b156288580cba8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:51.492696+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": 3004.49, "started_at": "2026-05-19T16:14:48.487384+00:00", "ended_at": "2026-05-19T16:14:51.491893+00:00", "prompt_metrics": {"chars": 21159, "bytes_utf8": 21159, "lines": 538, "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-b7cc-7450-87db-baaa7d6fee0b\"}\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": "2026-05-19T16:14:55.948957+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": 3453.52, "started_at": "2026-05-19T16:14:52.494584+00:00", "ended_at": "2026-05-19T16:14:55.948155+00:00", "prompt_metrics": {"chars": 21159, "bytes_utf8": 21159, "lines": 538, "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-c747-71c2-b2e7-4c246b828598\"}\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/m5/artifacts/v2q_m5_6a21f674bab13880/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6a21f674bab13880/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7aaf4a1f9153ead03ec8989a152857db38cfe63a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6a21f674bab13880/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:00.835152+00:00", + "ended_at": "2026-05-19T16:12:08.984448+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6a21f674bab13880", + "problem_id": "v2p_m5_a3ac7d66f2214740", + "dataset_id": "m5", + "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=Marital status, measure_col=Previous qualification (grade).", + "bindings": { + "group_col": "Marital status", + "measure_col": "Previous qualification (grade)", + "item_col": "Previous qualification (grade)", + "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": 136.0, + "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", + "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=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "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/m5/artifacts/v2q_m5_6a21f674bab13880/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6a21f674bab13880/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f29910b2c30a7fbaaabe02ce3a04f36a22c17df7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6a21f674bab13880/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:04.093150+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": 3255.38, "started_at": "2026-05-19T16:12:00.837027+00:00", "ended_at": "2026-05-19T16:12:04.092428+00:00", "prompt_metrics": {"chars": 21435, "bytes_utf8": 21435, "lines": 542, "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\":\"019e4102-28cf-7ce2-92ea-3a3143b1889d\"}\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": "2026-05-19T16:12:08.984358+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": 3889.21, "started_at": "2026-05-19T16:12:05.094349+00:00", "ended_at": "2026-05-19T16:12:08.983605+00:00", "prompt_metrics": {"chars": 21435, "bytes_utf8": 21435, "lines": 542, "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\":\"019e4102-396b-7cf2-a329-de1941b9d960\"}\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/m5/artifacts/v2q_m5_6aa624619afd1814/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6da1443b13b7a69ca8daf27a24b1966fa000d84f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:10.252207+00:00", + "ended_at": "2026-05-19T16:24:18.018796+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6aa624619afd1814", + "problem_id": "v2p_m5_fc2eed9f4652d2d3", + "dataset_id": "m5", + "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=Daytime/evening attendance, condition_col=Educational special needs.", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_6aa624619afd1814/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e2313a538aefbecb36a1bd79f029c1ef818f357 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:13.775535+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": 3519.06, "started_at": "2026-05-19T16:24:10.255444+00:00", "ended_at": "2026-05-19T16:24:13.774540+00:00", "prompt_metrics": {"chars": 21249, "bytes_utf8": 21249, "lines": 543, "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-4ab3-7273-be1e-9bec2b43279d\"}\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": "2026-05-19T16:24:18.018695+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": 3239.08, "started_at": "2026-05-19T16:24:14.778565+00:00", "ended_at": "2026-05-19T16:24:18.017710+00:00", "prompt_metrics": {"chars": 21249, "bytes_utf8": 21249, "lines": 543, "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-5c57-7733-9407-ad1e237c2c28\"}\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/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..830933502f5befcf1f003601a66f0cc421eba857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:26.033293+00:00", + "ended_at": "2026-05-19T16:27:33.792454+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6b7b71f595dc0d3a", + "problem_id": "v2p_m5_9d0a53eb9beb572e", + "dataset_id": "m5", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "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": 0.0, + "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" + ], + "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=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7791ee46561623a5cd7749f15f67d67b1da0ef80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:29.433011+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": 3395.94, "started_at": "2026-05-19T16:27:26.035842+00:00", "ended_at": "2026-05-19T16:27:29.431827+00:00", "prompt_metrics": {"chars": 20994, "bytes_utf8": 20994, "lines": 538, "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\":\"019e4110-4751-7711-8743-d5896153a5fe\"}\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": "2026-05-19T16:27:33.792306+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": 3355.7, "started_at": "2026-05-19T16:27:30.435580+00:00", "ended_at": "2026-05-19T16:27:33.791342+00:00", "prompt_metrics": {"chars": 20994, "bytes_utf8": 20994, "lines": 538, "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\":\"019e4110-5864-75b0-b680-08ab3c26f33a\"}\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/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2d6aad292aaf576829e607063f884fd8764639b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:44.985575+00:00", + "ended_at": "2026-05-19T16:24:48.420427+00:00", + "elapsed_ms": 3434.8, + "returncode": 1, + "prompt_metrics": { + "chars": 20956, + "bytes_utf8": 20956, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..412c0f84789f61363dee2f2767bf25449a00ac33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:49.422894+00:00", + "ended_at": "2026-05-19T16:24:53.152723+00:00", + "elapsed_ms": 3729.78, + "returncode": 1, + "prompt_metrics": { + "chars": 20956, + "bytes_utf8": 20956, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97889adcdf070f9edc0b7aba9dba931d7404de04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97889adcdf070f9edc0b7aba9dba931d7404de04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2f1fe3bfb464657d86662083c14206d7661837b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d21f-7d23-b7ba-b25227bdef1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..904a2afefd905d65b4c632acfa7349341648fc2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d21f-7d23-b7ba-b25227bdef1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..113eb26968e62b57866b5880e9aa33dd50b17a82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e37b-7280-8816-281e6ef03421"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67a19f0da02ab28bdcefd2c6c96a11841f0238dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:44.982073+00:00", + "ended_at": "2026-05-19T16:24:53.154205+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6cc9c5654c73cc2a", + "problem_id": "v2p_m5_fd352552e297a5f7", + "dataset_id": "m5", + "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=Curricular units 2nd sem (without evaluations).", + "bindings": { + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "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": [ + "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=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..075feffdd084fc866e504e159d25b1930d4798ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6cc9c5654c73cc2a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:48.421469+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": 3434.8, "started_at": "2026-05-19T16:24:44.985575+00:00", "ended_at": "2026-05-19T16:24:48.420427+00:00", "prompt_metrics": {"chars": 20956, "bytes_utf8": 20956, "lines": 538, "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-d21f-7d23-b7ba-b25227bdef1f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:53.154080+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": 3729.78, "started_at": "2026-05-19T16:24:49.422894+00:00", "ended_at": "2026-05-19T16:24:53.152723+00:00", "prompt_metrics": {"chars": 20956, "bytes_utf8": 20956, "lines": 538, "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-e37b-7280-8816-281e6ef03421\"}\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/m5/artifacts/v2q_m5_6d0f3b32188e2b80/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6d0f3b32188e2b80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f61ac643ef7fe27393f331e4c8cb6b35b6ec041 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6d0f3b32188e2b80/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:22:55.635126+00:00", + "ended_at": "2026-05-19T16:23:03.996853+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6d0f3b32188e2b80", + "problem_id": "v2p_m5_822cd1a67efd119d", + "dataset_id": "m5", + "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=Marital status, condition_col=Marital status.", + "bindings": { + "group_col": "Marital status", + "condition_col": "Marital status", + "condition_value": "1", + "positive_value": "1", + "negative_value": "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "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/m5/artifacts/v2q_m5_6d0f3b32188e2b80/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6d0f3b32188e2b80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b972be636cd25379619c4a1417fa3a5ac29d6d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6d0f3b32188e2b80/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:59.716888+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": 4077.86, "started_at": "2026-05-19T16:22:55.637840+00:00", "ended_at": "2026-05-19T16:22:59.715740+00:00", "prompt_metrics": {"chars": 21204, "bytes_utf8": 21204, "lines": 543, "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\":\"019e410c-272c-79c1-b3e1-8887e9762741\"}\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": "2026-05-19T16:23:03.996753+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": 3277.26, "started_at": "2026-05-19T16:23:00.718450+00:00", "ended_at": "2026-05-19T16:23:03.995751+00:00", "prompt_metrics": {"chars": 21204, "bytes_utf8": 21204, "lines": 543, "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\":\"019e410c-3ad8-7dc2-aaaa-3bac5f0fbb9e\"}\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/m5/artifacts/v2q_m5_6f85ccd6a7de217f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6f85ccd6a7de217f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b78bea31a5a2bbe21aeaceb3695b1228c018835c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6f85ccd6a7de217f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:20.312063+00:00", + "ended_at": "2026-05-19T16:20:28.992662+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_6f85ccd6a7de217f", + "problem_id": "v2p_m5_91777ecc5d5a8617", + "dataset_id": "m5", + "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=Curricular units 1st sem (without evaluations), measure_col=Previous qualification (grade).", + "bindings": { + "group_col": "Curricular units 1st sem (without evaluations)", + "measure_col": "Previous qualification (grade)", + "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": 140.0, + "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=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_6f85ccd6a7de217f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6f85ccd6a7de217f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e986595680cb3bfbe6cc3ce17df0e7e8d2695e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6f85ccd6a7de217f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:23.514173+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": 3198.93, "started_at": "2026-05-19T16:20:20.314507+00:00", "ended_at": "2026-05-19T16:20:23.513467+00:00", "prompt_metrics": {"chars": 21242, "bytes_utf8": 21242, "lines": 540, "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-c7ff-77f1-a461-b775bfbf1e2b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:28.992565+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": 4476.59, "started_at": "2026-05-19T16:20:24.515138+00:00", "ended_at": "2026-05-19T16:20:28.991762+00:00", "prompt_metrics": {"chars": 21242, "bytes_utf8": 21242, "lines": 540, "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-d83d-7402-96fa-c565b6dcc0fd\"}\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/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fce83d9ad200f3ff9a2229fdfedcaa0ae00cef45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:28.995047+00:00", + "ended_at": "2026-05-19T16:20:32.264742+00:00", + "elapsed_ms": 3269.66, + "returncode": 1, + "prompt_metrics": { + "chars": 21246, + "bytes_utf8": 21246, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2239bb5b76707563ddd46704b9c5766d6ab635c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:33.268382+00:00", + "ended_at": "2026-05-19T16:20:40.762465+00:00", + "elapsed_ms": 7494.03, + "returncode": 1, + "prompt_metrics": { + "chars": 21246, + "bytes_utf8": 21246, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b61734c22fb1d9246ec9504ded5e2e13b1ed1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 1st sem (without evaluations), measure_col=Previous qualification (grade).", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (without evaluations)", + "measure_col": "Previous qualification (grade)", + "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": 136.0, + "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/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b61734c22fb1d9246ec9504ded5e2e13b1ed1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 1st sem (without evaluations), measure_col=Previous qualification (grade).", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (without evaluations)", + "measure_col": "Previous qualification (grade)", + "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": 136.0, + "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/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5546cb0d6cecdda9327891fc50aa3792985abc50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e9e0-71e3-8f6a-bb346d672d01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1454ed31807f9dcbc4361367813e046070b842c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e9e0-71e3-8f6a-bb346d672d01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09246d7f00a2ba98f660bd6f035919989e204c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-fa70-7080-bd6f-1af3179ab51d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfa238c70b383359a7d3fad7c55089244ffb197f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-fa70-7080-bd6f-1af3179ab51d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a8434fb4a74361530dacf6b744bd48bebb420b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:28.993074+00:00", + "ended_at": "2026-05-19T16:20:40.763462+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_711919e928cedd4d", + "problem_id": "v2p_m5_73f93e1da2424450", + "dataset_id": "m5", + "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=Curricular units 1st sem (without evaluations), measure_col=Previous qualification (grade).", + "bindings": { + "group_col": "Curricular units 1st sem (without evaluations)", + "measure_col": "Previous qualification (grade)", + "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": 136.0, + "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=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_711919e928cedd4d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae6cd51fc99c2011419276c45ca29dc056925936 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_711919e928cedd4d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:32.266181+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": 3269.66, "started_at": "2026-05-19T16:20:28.995047+00:00", "ended_at": "2026-05-19T16:20:32.264742+00:00", "prompt_metrics": {"chars": 21246, "bytes_utf8": 21246, "lines": 540, "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-e9e0-71e3-8f6a-bb346d672d01\"}\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": "2026-05-19T16:20:40.763358+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": 7494.03, "started_at": "2026-05-19T16:20:33.268382+00:00", "ended_at": "2026-05-19T16:20:40.762465+00:00", "prompt_metrics": {"chars": 21246, "bytes_utf8": 21246, "lines": 540, "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-fa70-7080-bd6f-1af3179ab51d\"}\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/m5/artifacts/v2q_m5_71c774577edd8b22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9e1494f9bfd2870e05e012f148097af7fe6fdb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:14.064870+00:00", + "ended_at": "2026-05-19T16:09:21.195707+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_71c774577edd8b22", + "problem_id": "v2p_m5_60888c51d07d9857", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Scholarship holder.", + "bindings": { + "group_col": "Scholarship holder", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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/m5/artifacts/v2q_m5_71c774577edd8b22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94dd24fbef0d3bf585ce9a94d863b2d904a1b7b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:17.275347+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": 3207.91, "started_at": "2026-05-19T16:09:14.066683+00:00", "ended_at": "2026-05-19T16:09:17.274618+00:00", "prompt_metrics": {"chars": 20873, "bytes_utf8": 20873, "lines": 538, "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\":\"019e40ff-9d5d-7cb0-94ef-9120b6b17a06\"}\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": "2026-05-19T16:09:21.195624+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": 2918.51, "started_at": "2026-05-19T16:09:18.276392+00:00", "ended_at": "2026-05-19T16:09:21.194929+00:00", "prompt_metrics": {"chars": 20873, "bytes_utf8": 20873, "lines": 538, "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\":\"019e40ff-adcc-7e71-b4d8-1b37430d66ac\"}\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/m5/artifacts/v2q_m5_724b31618e5ae293/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_724b31618e5ae293/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..705328def4c0d13369560bcfb18daf6da22394fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_724b31618e5ae293/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:51.843346+00:00", + "ended_at": "2026-05-19T16:29:00.087310+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_724b31618e5ae293", + "problem_id": "v2p_m5_28b1f19a0b07b9f6", + "dataset_id": "m5", + "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=Course, measure_col=Curricular units 2nd sem (grade).", + "bindings": { + "group_col": "Course", + "measure_col": "Curricular units 2nd sem (grade)", + "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": 13.333333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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/m5/artifacts/v2q_m5_724b31618e5ae293/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_724b31618e5ae293/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79e08bea4e5abc4bdfef4b1df5cf88f9b99bbda1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_724b31618e5ae293/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:55.313886+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": 3466.41, "started_at": "2026-05-19T16:28:51.846247+00:00", "ended_at": "2026-05-19T16:28:55.312703+00:00", "prompt_metrics": {"chars": 21074, "bytes_utf8": 21074, "lines": 540, "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\":\"019e4111-967f-7e53-8b2a-1cb71eb9663e\"}\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": "2026-05-19T16:29:00.087182+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": 3769.31, "started_at": "2026-05-19T16:28:56.316601+00:00", "ended_at": "2026-05-19T16:29:00.085981+00:00", "prompt_metrics": {"chars": 21074, "bytes_utf8": 21074, "lines": 540, "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\":\"019e4111-a7f5-7962-82dd-aae2222426a3\"}\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/m5/artifacts/v2q_m5_7417b4c867ef6c77/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7417b4c867ef6c77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5586044a7448852d15e300738f4030300f1f066 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7417b4c867ef6c77/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:50.519270+00:00", + "ended_at": "2026-05-19T16:15:59.900860+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_7417b4c867ef6c77", + "problem_id": "v2p_m5_8a8e1317f816c47d", + "dataset_id": "m5", + "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=Nacionality, measure_col=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Curricular units 1st sem (approved)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_7417b4c867ef6c77/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7417b4c867ef6c77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5a98a7e101a2fb475747b1b4fb3b3cde8c63d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7417b4c867ef6c77/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:54.512665+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": 3990.85, "started_at": "2026-05-19T16:15:50.521027+00:00", "ended_at": "2026-05-19T16:15:54.511900+00:00", "prompt_metrics": {"chars": 21557, "bytes_utf8": 21557, "lines": 540, "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-aa11-7622-87db-8b62b1e046d5\"}\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": "2026-05-19T16:15:59.900763+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": 4384.84, "started_at": "2026-05-19T16:15:55.514523+00:00", "ended_at": "2026-05-19T16:15:59.899416+00:00", "prompt_metrics": {"chars": 21557, "bytes_utf8": 21557, "lines": 540, "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-bd6b-7f62-88aa-5743fed70ef8\"}\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/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea5e953e6316fdb909ddf897ec4b367f8f76e19a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:38.883639+00:00", + "ended_at": "2026-05-19T16:10:41.902798+00:00", + "elapsed_ms": 3019.13, + "returncode": 1, + "prompt_metrics": { + "chars": 21465, + "bytes_utf8": 21465, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd34264b7406af82d12face58dd7b10b6fd9141f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:42.904544+00:00", + "ended_at": "2026-05-19T16:10:46.116879+00:00", + "elapsed_ms": 3212.3, + "returncode": 1, + "prompt_metrics": { + "chars": 21465, + "bytes_utf8": 21465, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..097ddf608c3f5e16ad9b34413f78da007eab63b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (without evaluations), measure_col=Marital status.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "measure_col": "Marital status", + "item_col": "Curricular units 1st sem (grade)", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..097ddf608c3f5e16ad9b34413f78da007eab63b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (without evaluations), measure_col=Marital status.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "measure_col": "Marital status", + "item_col": "Curricular units 1st sem (grade)", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94b148e7a3e73b64d95ca2b94a3d6a556659244e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e897-7641-8a81-af687a0603f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccbfba414a889cfe3233e64d70630fdefb24f089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e897-7641-8a81-af687a0603f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a02809d46805591c1b6233e7476f46497d0c955d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f859-7b41-8cc4-f930b18d6220"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f9b852c78e3dadd766304ef3c966f0c93203a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f859-7b41-8cc4-f930b18d6220"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfd583df16e31ec6f0982fa7598617eeac577c73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:38.881894+00:00", + "ended_at": "2026-05-19T16:10:46.118631+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_74f6fcf4a606ba6f", + "problem_id": "v2p_m5_1197f1f85152f3f8", + "dataset_id": "m5", + "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=Curricular units 2nd sem (without evaluations), measure_col=Marital status.", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "measure_col": "Marital status", + "item_col": "Curricular units 1st sem (grade)", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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", + "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=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..644037ac1f2cc212bbad7e817dee56a4838cc488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_74f6fcf4a606ba6f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:41.903537+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": 3019.13, "started_at": "2026-05-19T16:10:38.883639+00:00", "ended_at": "2026-05-19T16:10:41.902798+00:00", "prompt_metrics": {"chars": 21465, "bytes_utf8": 21465, "lines": 542, "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\":\"019e4100-e897-7641-8a81-af687a0603f3\"}\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": "2026-05-19T16:10:46.118439+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": 3212.3, "started_at": "2026-05-19T16:10:42.904544+00:00", "ended_at": "2026-05-19T16:10:46.116879+00:00", "prompt_metrics": {"chars": 21465, "bytes_utf8": 21465, "lines": 542, "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\":\"019e4100-f859-7b41-8cc4-f930b18d6220\"}\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/m5/artifacts/v2q_m5_7629bb8ce323206b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b243057a8258a526008d6188f281f8493a9e4bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Curricular units 1st sem (approved)": "6", "support": 1171, "avg_response": 14.509820666097353}, {"Curricular units 1st sem (approved)": "5", "support": 723, "avg_response": 17.36237897648686}, {"Curricular units 1st sem (approved)": "0", "support": 718, "avg_response": 22.224233983286908}, {"Curricular units 1st sem (approved)": "7", "support": 471, "avg_response": 13.067940552016985}, {"Curricular units 1st sem (approved)": "4", "support": 433, "avg_response": 18.778290993071593}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44360771b8f7c6a54fbf4ccc65313e2982056f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/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: m5 +-- 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_m5_7629bb8ce323206b +-- problem_id: v2p_m5_fb7032e6ae3ebc3d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Curricular units 1st sem (approved)", + COUNT(*) AS support, + AVG("Application mode") AS avg_response +FROM "m5" +GROUP BY "Curricular units 1st sem (approved)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16faa2fe8ba1c21b39e834bdc4ee622bd89f5d6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/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: m5\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_m5_7629bb8ce323206b\n-- problem_id: v2p_m5_fb7032e6ae3ebc3d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Curricular units 1st sem (approved)\",\n COUNT(*) AS support,\n AVG(\"Application mode\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Curricular units 1st sem (approved)\"\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: m5\\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_m5_7629bb8ce323206b\\n-- problem_id: v2p_m5_fb7032e6ae3ebc3d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Curricular units 1st sem (approved)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Application mode\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Curricular units 1st sem (approved)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Curricular units 1st sem (approved)\", \"support\", \"avg_response\"], \"rows\": [{\"Curricular units 1st sem (approved)\": \"6\", \"support\": 1171, \"avg_response\": 14.509820666097353}, {\"Curricular units 1st sem (approved)\": \"5\", \"support\": 723, \"avg_response\": 17.36237897648686}, {\"Curricular units 1st sem (approved)\": \"0\", \"support\": 718, \"avg_response\": 22.224233983286908}, {\"Curricular units 1st sem (approved)\": \"7\", \"support\": 471, \"avg_response\": 13.067940552016985}, {\"Curricular units 1st sem (approved)\": \"4\", \"support\": 433, \"avg_response\": 18.778290993071593}, {\"Curricular units 1st sem (approved)\": \"3\", \"support\": 269, \"avg_response\": 22.21561338289963}, {\"Curricular units 1st sem (approved)\": \"2\", \"support\": 160, \"avg_response\": 22.0625}, {\"Curricular units 1st sem (approved)\": \"1\", \"support\": 127, \"avg_response\": 26.37007874015748}, {\"Curricular units 1st sem (approved)\": \"8\", \"support\": 108, \"avg_response\": 19.555555555555557}, {\"Curricular units 1st sem (approved)\": \"11\", \"support\": 49, \"avg_response\": 35.244897959183675}, {\"Curricular units 1st sem (approved)\": \"12\", \"support\": 44, \"avg_response\": 24.113636363636363}, {\"Curricular units 1st sem (approved)\": \"9\", \"support\": 40, \"avg_response\": 36.575}, {\"Curricular units 1st sem (approved)\": \"13\", \"support\": 26, \"avg_response\": 27.807692307692307}, {\"Curricular units 1st sem (approved)\": \"10\", \"support\": 24, \"avg_response\": 40.208333333333336}, {\"Curricular units 1st sem (approved)\": \"18\", \"support\": 15, \"avg_response\": 32.13333333333333}, {\"Curricular units 1st sem (approved)\": \"14\", \"support\": 14, \"avg_response\": 29.785714285714285}, {\"Curricular units 1st sem (approved)\": \"17\", \"support\": 10, \"avg_response\": 14.2}, {\"Curricular units 1st sem (approved)\": \"15\", \"support\": 7, \"avg_response\": 39.0}, {\"Curricular units 1st sem (approved)\": \"16\", \"support\": 5, \"avg_response\": 37.6}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7a3192ebc965ecee7ff120f0a2211b439b2aa71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.213555+00:00", + "ended_at": "2026-05-19T16:30:30.216784+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_7629bb8ce323206b", + "problem_id": "v2p_m5_fb7032e6ae3ebc3d", + "dataset_id": "m5", + "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=Application mode, key_col=Curricular units 1st sem (approved).", + "bindings": { + "key_col": "Curricular units 1st sem (approved)", + "measure_col": "Application mode", + "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=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "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/m5/sql/v2q_m5_7629bb8ce323206b.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/m5/artifacts/v2q_m5_7629bb8ce323206b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7629bb8ce323206b/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/m5/artifacts/v2q_m5_76531ee24011cf89/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_76531ee24011cf89/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..990270e25e173b11d72c9bfed2386585db0a515f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_76531ee24011cf89/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:30.275563+00:00", + "ended_at": "2026-05-19T16:26:38.527772+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_76531ee24011cf89", + "problem_id": "v2p_m5_b5ca2c4b4f1abc70", + "dataset_id": "m5", + "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=Curricular units 1st sem (without evaluations).", + "bindings": { + "group_col": "Curricular units 1st sem (without evaluations)", + "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": 9.0, + "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" + ], + "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=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_76531ee24011cf89/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_76531ee24011cf89/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73eb9a9deff6e1ed2ed5014a06269dc42b16b214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_76531ee24011cf89/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:33.908219+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": 3628.77, "started_at": "2026-05-19T16:26:30.278374+00:00", "ended_at": "2026-05-19T16:26:33.907191+00:00", "prompt_metrics": {"chars": 21008, "bytes_utf8": 21008, "lines": 538, "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-6da4-7dd3-98c5-bc34bf013ea6\"}\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": "2026-05-19T16:26:38.527651+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": 3616.11, "started_at": "2026-05-19T16:26:34.910232+00:00", "ended_at": "2026-05-19T16:26:38.526405+00:00", "prompt_metrics": {"chars": 21008, "bytes_utf8": 21008, "lines": 538, "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-7f8d-7d40-8cf9-fd3d295038c0\"}\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/m5/artifacts/v2q_m5_792075917395646b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_792075917395646b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e13518430bce1616689a89a21f2722e519f2d8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_792075917395646b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:17:20.239650+00:00", + "ended_at": "2026-05-19T16:17:30.514857+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_792075917395646b", + "problem_id": "v2p_m5_63b56d261e889753", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Displaced, measure_col=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Displaced", + "measure_col": "Curricular units 2nd sem (evaluations)", + "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": 10.0, + "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": "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=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_792075917395646b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_792075917395646b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..704052a79e9e085ec14f99385bc3d1f0781c8709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_792075917395646b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:23.734569+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": 3487.85, "started_at": "2026-05-19T16:17:20.245082+00:00", "ended_at": "2026-05-19T16:17:23.732980+00:00", "prompt_metrics": {"chars": 21561, "bytes_utf8": 21561, "lines": 540, "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\":\"019e4107-08e7-7462-8f8b-73144fb8abcf\"}\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": "2026-05-19T16:17:30.514748+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": 5776.47, "started_at": "2026-05-19T16:17:24.736154+00:00", "ended_at": "2026-05-19T16:17:30.512679+00:00", "prompt_metrics": {"chars": 21561, "bytes_utf8": 21561, "lines": 540, "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\":\"019e4107-1ab7-79a1-97d7-8e00d451f7b1\"}\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/m5/artifacts/v2q_m5_7ae4a674455cbef0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ae4a674455cbef0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..213e7074e25396946cd0143a287b4a6fada02128 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ae4a674455cbef0/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:22:14.685674+00:00", + "ended_at": "2026-05-19T16:22:27.401061+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_7ae4a674455cbef0", + "problem_id": "v2p_m5_6cb6f8c0ccba9861", + "dataset_id": "m5", + "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=GDP, condition_col=International.", + "bindings": { + "group_col": "GDP", + "condition_col": "International", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=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/m5/artifacts/v2q_m5_7ae4a674455cbef0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ae4a674455cbef0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea59b760c55c5679b724517f705ea04bee2ff1bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ae4a674455cbef0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:18.526380+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": 3836.72, "started_at": "2026-05-19T16:22:14.688574+00:00", "ended_at": "2026-05-19T16:22:18.525332+00:00", "prompt_metrics": {"chars": 21179, "bytes_utf8": 21179, "lines": 543, "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-8721-7a80-acc8-d2761d7ec209\"}\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": "2026-05-19T16:22:27.400938+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": 7872.32, "started_at": "2026-05-19T16:22:19.527594+00:00", "ended_at": "2026-05-19T16:22:27.399959+00:00", "prompt_metrics": {"chars": 21179, "bytes_utf8": 21179, "lines": 543, "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-9a14-7493-b208-2479b1e01d84\"}\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/m5/artifacts/v2q_m5_7d7e2f8e607dfc85/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7d7e2f8e607dfc85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b8e8c4748ad662ac14e8ffda1dff743a17c4f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7d7e2f8e607dfc85/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:55.457893+00:00", + "ended_at": "2026-05-19T16:11:02.653351+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_7d7e2f8e607dfc85", + "problem_id": "v2p_m5_544172d23a0dde9e", + "dataset_id": "m5", + "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=Unemployment rate, measure_col=Application mode.", + "bindings": { + "group_col": "Unemployment rate", + "measure_col": "Application mode", + "item_col": "Curricular units 2nd sem (enrolled)", + "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": 39.0, + "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", + "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=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_7d7e2f8e607dfc85/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7d7e2f8e607dfc85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e0682761fba41d0626d4575dff306c200327d46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7d7e2f8e607dfc85/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:58.535691+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": 3073.58, "started_at": "2026-05-19T16:10:55.460747+00:00", "ended_at": "2026-05-19T16:10:58.534364+00:00", "prompt_metrics": {"chars": 21410, "bytes_utf8": 21410, "lines": 542, "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\":\"019e4101-2965-7110-ab4d-ff626bfce590\"}\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": "2026-05-19T16:11:02.653261+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": 3115.08, "started_at": "2026-05-19T16:10:59.537320+00:00", "ended_at": "2026-05-19T16:11:02.652445+00:00", "prompt_metrics": {"chars": 21410, "bytes_utf8": 21410, "lines": 542, "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\":\"019e4101-394a-7af3-9e49-e8089ed34986\"}\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/m5/artifacts/v2q_m5_7f28ab95e9a3a312/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccb2ee975c26efcdfa919bd93d849d5057797b53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-45a3-7492-ac81-935c41ff7637"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a3a017001d8f8ca8213706d4d95a50fd5de5e2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-549c-7a81-a8ae-7942130d2452"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9193294fdf6e19182c5abb37b9e033fbe5778e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:02.653897+00:00", + "ended_at": "2026-05-19T16:11:09.609693+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_7f28ab95e9a3a312", + "problem_id": "v2p_m5_97b8167e95ed8240", + "dataset_id": "m5", + "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=Unemployment rate, measure_col=Application mode.", + "bindings": { + "group_col": "Unemployment rate", + "measure_col": "Application mode", + "item_col": "Curricular units 2nd sem (enrolled)", + "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": 18.0, + "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", + "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=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_7f28ab95e9a3a312/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f13435ea8bdc034ec2c4004debda1b6a54c0ab02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7f28ab95e9a3a312/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:05.526921+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": 2870.56, "started_at": "2026-05-19T16:11:02.655622+00:00", "ended_at": "2026-05-19T16:11:05.526200+00:00", "prompt_metrics": {"chars": 21417, "bytes_utf8": 21417, "lines": 542, "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\":\"019e4101-45a3-7492-ac81-935c41ff7637\"}\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": "2026-05-19T16:11:09.609608+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": 3080.75, "started_at": "2026-05-19T16:11:06.528071+00:00", "ended_at": "2026-05-19T16:11:09.608845+00:00", "prompt_metrics": {"chars": 21417, "bytes_utf8": 21417, "lines": 542, "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\":\"019e4101-549c-7a81-a8ae-7942130d2452\"}\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/m5/artifacts/v2q_m5_7ff2350ccc2725ac/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ff2350ccc2725ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4da73645676d72cb81bcdf9fe63000f72bc14c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ff2350ccc2725ac/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:11.051896+00:00", + "ended_at": "2026-05-19T16:15:18.467598+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_7ff2350ccc2725ac", + "problem_id": "v2p_m5_7908dde3ff8e7bab", + "dataset_id": "m5", + "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=Father's qualification.", + "bindings": { + "measure_col": "Father's qualification", + "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": 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 + }, + "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/m5/artifacts/v2q_m5_7ff2350ccc2725ac/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ff2350ccc2725ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf29a1db54a6c90274fe3ce215fd158f6880ed3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_7ff2350ccc2725ac/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:14.273626+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": 3219.04, "started_at": "2026-05-19T16:15:11.053779+00:00", "ended_at": "2026-05-19T16:15:14.272844+00:00", "prompt_metrics": {"chars": 21143, "bytes_utf8": 21143, "lines": 538, "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\":\"019e4105-0fcb-7832-85cf-e7a9ae9df770\"}\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": "2026-05-19T16:15:18.467472+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": 3191.64, "started_at": "2026-05-19T16:15:15.274803+00:00", "ended_at": "2026-05-19T16:15:18.466481+00:00", "prompt_metrics": {"chars": 21143, "bytes_utf8": 21143, "lines": 538, "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\":\"019e4105-2074-7fd0-b2a4-df69ae966e84\"}\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/m5/artifacts/v2q_m5_8009cef8453ba789/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8009cef8453ba789/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fc84c3e3f7b7d7834b47d24a35bdd9bdbf79fb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8009cef8453ba789/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:00.938584+00:00", + "ended_at": "2026-05-19T16:25:08.126055+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_8009cef8453ba789", + "problem_id": "v2p_m5_54b5d60af43b3474", + "dataset_id": "m5", + "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=Inflation rate.", + "bindings": { + "measure_col": "Inflation rate", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m5/artifacts/v2q_m5_8009cef8453ba789/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8009cef8453ba789/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6983bc8e3b205e49bc1d2fa6f8466951fb137e3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8009cef8453ba789/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:04.056832+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": 3114.77, "started_at": "2026-05-19T16:25:00.941061+00:00", "ended_at": "2026-05-19T16:25:04.055868+00:00", "prompt_metrics": {"chars": 20892, "bytes_utf8": 20892, "lines": 538, "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-1071-7363-a0df-b3b47dbff907\"}\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": "2026-05-19T16:25:08.125913+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": 3066.24, "started_at": "2026-05-19T16:25:05.058318+00:00", "ended_at": "2026-05-19T16:25:08.124622+00:00", "prompt_metrics": {"chars": 20892, "bytes_utf8": 20892, "lines": 538, "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-2079-7d81-b79b-5b092f8a95e2\"}\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/m5/artifacts/v2q_m5_811b46684efbf959/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_811b46684efbf959/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32024bc2fe38575f0047f4acdd838ba43bbb4ecf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_811b46684efbf959/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:17:38.033103+00:00", + "ended_at": "2026-05-19T16:17:45.957650+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_811b46684efbf959", + "problem_id": "v2p_m5_ebfd9632ad9d739e", + "dataset_id": "m5", + "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=Educational special needs, measure_col=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Educational special needs", + "measure_col": "Curricular units 2nd sem (approved)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_811b46684efbf959/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_811b46684efbf959/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fb5324d60878a63e4078aac43ff7df1608eff06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_811b46684efbf959/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:41.511719+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": 3474.7, "started_at": "2026-05-19T16:17:38.035801+00:00", "ended_at": "2026-05-19T16:17:41.510547+00:00", "prompt_metrics": {"chars": 21585, "bytes_utf8": 21585, "lines": 540, "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\":\"019e4107-4e72-7e51-8bec-335b4ba25c56\"}\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": "2026-05-19T16:17:45.957512+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": 3441.28, "started_at": "2026-05-19T16:17:42.513958+00:00", "ended_at": "2026-05-19T16:17:45.955335+00:00", "prompt_metrics": {"chars": 21585, "bytes_utf8": 21585, "lines": 540, "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\":\"019e4107-5feb-7d53-a93c-1ff70d20c6a1\"}\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/m5/artifacts/v2q_m5_836506ce83afb659/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_836506ce83afb659/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..721b383fa49a9c23c1e16ff59db212b48c62c32b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_836506ce83afb659/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:34.714356+00:00", + "ended_at": "2026-05-19T16:16:42.507520+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_836506ce83afb659", + "problem_id": "v2p_m5_cf2ad70abc4323ea", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Father's qualification, measure_col=Curricular units 1st sem (without evaluations).", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Curricular units 1st sem (without evaluations)", + "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": 0.0, + "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": "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=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_836506ce83afb659/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_836506ce83afb659/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dee2a02536bef3e6ed4d7dd93ebd3bcef77afa57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_836506ce83afb659/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:37.903961+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": 3185.18, "started_at": "2026-05-19T16:16:34.717674+00:00", "ended_at": "2026-05-19T16:16:37.902902+00:00", "prompt_metrics": {"chars": 21604, "bytes_utf8": 21604, "lines": 540, "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\":\"019e4106-570f-7222-bbdc-1bf36f12a731\"}\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": "2026-05-19T16:16:42.507406+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": 3600.8, "started_at": "2026-05-19T16:16:38.905482+00:00", "ended_at": "2026-05-19T16:16:42.506337+00:00", "prompt_metrics": {"chars": 21604, "bytes_utf8": 21604, "lines": 540, "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\":\"019e4106-67ab-7893-a316-b902d8e78870\"}\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/m5/artifacts/v2q_m5_83a473faffef3d04/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_83a473faffef3d04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0e7282a01bd9b24b5251f65321d11ee1ccae6d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_83a473faffef3d04/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:36.197274+00:00", + "ended_at": "2026-05-19T16:28:43.985445+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_83a473faffef3d04", + "problem_id": "v2p_m5_7d42ad9ae53d273b", + "dataset_id": "m5", + "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=Application order, measure_col=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Application order", + "measure_col": "Curricular units 2nd sem (approved)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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/m5/artifacts/v2q_m5_83a473faffef3d04/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_83a473faffef3d04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..113e68ecc62ca9b4b8e9d6f4363a78cbce9e682f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_83a473faffef3d04/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:39.582237+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": 3380.5, "started_at": "2026-05-19T16:28:36.199825+00:00", "ended_at": "2026-05-19T16:28:39.580373+00:00", "prompt_metrics": {"chars": 21101, "bytes_utf8": 21101, "lines": 540, "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\":\"019e4111-5958-7293-9e92-337048b85f96\"}\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": "2026-05-19T16:28:43.985338+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": 3400.61, "started_at": "2026-05-19T16:28:40.583676+00:00", "ended_at": "2026-05-19T16:28:43.984336+00:00", "prompt_metrics": {"chars": 21101, "bytes_utf8": 21101, "lines": 540, "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\":\"019e4111-6a6b-7851-8a39-1658346156b8\"}\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/m5/artifacts/v2q_m5_84a27e4ff97d1da3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84a27e4ff97d1da3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..967418b53be5fff38c8003e164a69a2bacd23c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84a27e4ff97d1da3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:46.423344+00:00", + "ended_at": "2026-05-19T16:26:53.989544+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_84a27e4ff97d1da3", + "problem_id": "v2p_m5_db5ce130edc92c2a", + "dataset_id": "m5", + "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=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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/m5/artifacts/v2q_m5_84a27e4ff97d1da3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84a27e4ff97d1da3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..159b4c8ad2d126bbd28995de7de6885b7c9bab2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84a27e4ff97d1da3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:49.785202+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": 3357.8, "started_at": "2026-05-19T16:26:46.426381+00:00", "ended_at": "2026-05-19T16:26:49.784229+00:00", "prompt_metrics": {"chars": 20988, "bytes_utf8": 20988, "lines": 538, "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-acae-72c2-ab8b-0ad92781fb20\"}\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": "2026-05-19T16:26:53.989434+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": 3199.9, "started_at": "2026-05-19T16:26:50.788392+00:00", "ended_at": "2026-05-19T16:26:53.988345+00:00", "prompt_metrics": {"chars": 20988, "bytes_utf8": 20988, "lines": 538, "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-bdb9-71f2-bf01-74fd6aae5dfc\"}\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/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2dec498bf0d9ceaa3326aa547824fbed6b5fd84a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:24.959170+00:00", + "ended_at": "2026-05-19T16:10:27.770959+00:00", + "elapsed_ms": 2811.76, + "returncode": 1, + "prompt_metrics": { + "chars": 21420, + "bytes_utf8": 21420, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b03d772a93bdf1a2f8ac79a6539241b18a07c57b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:28.772945+00:00", + "ended_at": "2026-05-19T16:10:31.559477+00:00", + "elapsed_ms": 2786.5, + "returncode": 1, + "prompt_metrics": { + "chars": 21420, + "bytes_utf8": 21420, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f073b50fcc9805f281f1c2efa672a82b36af55c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (approved), measure_col=GDP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "GDP", + "item_col": "Curricular units 1st sem (approved)", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_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/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f073b50fcc9805f281f1c2efa672a82b36af55c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (approved), measure_col=GDP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "GDP", + "item_col": "Curricular units 1st sem (approved)", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_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/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e963a498e79edfeb9f1405521859a0feb573566f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b262-7cc0-a441-9c85d136ea5f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98f5bec483c56eafb2198c3053555a19c20aaa71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b262-7cc0-a441-9c85d136ea5f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b61ced003084e31a38232829b420aa7fca4c9fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c133-7900-9b69-4ab3aec967b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e61d1d5b646ad74d7c76ee450afc71333bbbc1d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c133-7900-9b69-4ab3aec967b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef4aef4d9b35c21dfa26854ef8e21754e84ff53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:24.956898+00:00", + "ended_at": "2026-05-19T16:10:31.560322+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_84c135b2725705fd", + "problem_id": "v2p_m5_f77922e8b7a83fbe", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved), measure_col=GDP.", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "GDP", + "item_col": "Curricular units 1st sem (approved)", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "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/m5/artifacts/v2q_m5_84c135b2725705fd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ea0ab2b435ff1c2d8e1a1dc673005d89086f919 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_84c135b2725705fd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:27.771683+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": 2811.76, "started_at": "2026-05-19T16:10:24.959170+00:00", "ended_at": "2026-05-19T16:10:27.770959+00:00", "prompt_metrics": {"chars": 21420, "bytes_utf8": 21420, "lines": 542, "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\":\"019e4100-b262-7cc0-a441-9c85d136ea5f\"}\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": "2026-05-19T16:10:31.560236+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": 2786.5, "started_at": "2026-05-19T16:10:28.772945+00:00", "ended_at": "2026-05-19T16:10:31.559477+00:00", "prompt_metrics": {"chars": 21420, "bytes_utf8": 21420, "lines": 542, "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\":\"019e4100-c133-7900-9b69-4ab3aec967b3\"}\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/m5/artifacts/v2q_m5_864dce0170240d09/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_864dce0170240d09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e49c4d0424ba9e05490299e7efede051e26fc948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_864dce0170240d09/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:23:32.604163+00:00", + "ended_at": "2026-05-19T16:23:40.049079+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_864dce0170240d09", + "problem_id": "v2p_m5_787f84de3c5e7de8", + "dataset_id": "m5", + "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=Application order, condition_col=Daytime/evening attendance.", + "bindings": { + "group_col": "Application order", + "condition_col": "Daytime/evening attendance", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_864dce0170240d09/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_864dce0170240d09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bf1e07954e2c30db0c5b1c1930bbf720fa54f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_864dce0170240d09/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:35.570158+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": 2962.22, "started_at": "2026-05-19T16:23:32.606742+00:00", "ended_at": "2026-05-19T16:23:35.569071+00:00", "prompt_metrics": {"chars": 21234, "bytes_utf8": 21234, "lines": 543, "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\":\"019e410c-b77c-7100-bcc6-88d183a4b743\"}\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": "2026-05-19T16:23:40.048804+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": 3473.7, "started_at": "2026-05-19T16:23:36.572596+00:00", "ended_at": "2026-05-19T16:23:40.046372+00:00", "prompt_metrics": {"chars": 21234, "bytes_utf8": 21234, "lines": 543, "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\":\"019e410c-c6d9-7572-9e13-13f6f86ef56f\"}\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/m5/artifacts/v2q_m5_8d7d807223845a8e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d7d807223845a8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a47cde446b9799722f9c6595c8254695e4ea50ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d7d807223845a8e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:49.785417+00:00", + "ended_at": "2026-05-19T16:20:57.195532+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_8d7d807223845a8e", + "problem_id": "v2p_m5_b3e6499da3f537d6", + "dataset_id": "m5", + "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=Curricular units 2nd sem (credited), measure_col=Nacionality.", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "measure_col": "Nacionality", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "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=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_8d7d807223845a8e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d7d807223845a8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34523737a4a1eab16b4116dfd19ffca1d2c73001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d7d807223845a8e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:52.859535+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": 3071.48, "started_at": "2026-05-19T16:20:49.787302+00:00", "ended_at": "2026-05-19T16:20:52.858807+00:00", "prompt_metrics": {"chars": 21182, "bytes_utf8": 21182, "lines": 540, "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\":\"019e410a-3af6-7f30-8bc2-9efc1538073a\"}\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": "2026-05-19T16:20:57.195436+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": 3332.67, "started_at": "2026-05-19T16:20:53.861717+00:00", "ended_at": "2026-05-19T16:20:57.194435+00:00", "prompt_metrics": {"chars": 21182, "bytes_utf8": 21182, "lines": 540, "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\":\"019e410a-4aec-7143-b2be-1eabdde61e72\"}\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/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32f790452d020360ed36d61088889bda4a819037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:24.979225+00:00", + "ended_at": "2026-05-19T16:21:27.914245+00:00", + "elapsed_ms": 2934.99, + "returncode": 1, + "prompt_metrics": { + "chars": 21211, + "bytes_utf8": 21211, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae9856bb38f09fffde4739abaade6b31e27c6a2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:28.916424+00:00", + "ended_at": "2026-05-19T16:21:32.308337+00:00", + "elapsed_ms": 3391.88, + "returncode": 1, + "prompt_metrics": { + "chars": 21211, + "bytes_utf8": 21211, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b40a0c876140500191c7e0500dd446d14763d6d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (evaluations), measure_col=Father's qualification.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Father's qualification", + "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": 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/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b40a0c876140500191c7e0500dd446d14763d6d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (evaluations), measure_col=Father's qualification.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Father's qualification", + "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": 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/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b979a408cde823aa71e1a1cb982718bfd989bebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c4a2-7420-9ff1-b89be1c204a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4e5ed8361c1ebedac410a1fac2c5a2871aa3121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c4a2-7420-9ff1-b89be1c204a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb63c0d504b94bb930023357db94c03811874fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d3e3-7322-a11a-446ad3ce7558"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9612bd0afcef11f64115186334876721ca8bc5de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d3e3-7322-a11a-446ad3ce7558"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a15b1776d8811c0b42652360d9cefcec4b0a94e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:21:24.977515+00:00", + "ended_at": "2026-05-19T16:21:32.309961+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_8d8891d3c752cebb", + "problem_id": "v2p_m5_cc79dff1409ab3ff", + "dataset_id": "m5", + "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=Curricular units 2nd sem (evaluations), measure_col=Father's qualification.", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Father's qualification", + "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": 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 + }, + "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=1/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_8d8891d3c752cebb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6099b4b5c791db40df94299fd5a3d7fd4af652da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8d8891d3c752cebb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:27.915220+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": 2934.99, "started_at": "2026-05-19T16:21:24.979225+00:00", "ended_at": "2026-05-19T16:21:27.914245+00:00", "prompt_metrics": {"chars": 21211, "bytes_utf8": 21211, "lines": 540, "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\":\"019e410a-c4a2-7420-9ff1-b89be1c204a8\"}\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": "2026-05-19T16:21:32.309832+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": 3391.88, "started_at": "2026-05-19T16:21:28.916424+00:00", "ended_at": "2026-05-19T16:21:32.308337+00:00", "prompt_metrics": {"chars": 21211, "bytes_utf8": 21211, "lines": 540, "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\":\"019e410a-d3e3-7322-a11a-446ad3ce7558\"}\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/m5/artifacts/v2q_m5_8e9fdc246da99e70/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c5a3ff509ec954c82cabb0cd57ffc87de5e7378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Curricular units 2nd sem (evaluations)": "8", "support": 792, "avg_response": 1.119949494949495}, {"Curricular units 2nd sem (evaluations)": "6", "support": 614, "avg_response": 1.1628664495114007}, {"Curricular units 2nd sem (evaluations)": "7", "support": 563, "avg_response": 1.1598579040852575}, {"Curricular units 2nd sem (evaluations)": "9", "support": 456, "avg_response": 1.162280701754386}, {"Curricular units 2nd sem (evaluations)": "0", "support": 401, "avg_response": 1.1546134663341645}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5738b351031e02730cb4d3c384961edb1d6ef3f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/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: m5 +-- 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_m5_8e9fdc246da99e70 +-- problem_id: v2p_m5_47e63d828eca763d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Curricular units 2nd sem (evaluations)", + COUNT(*) AS support, + AVG("Marital status") AS avg_response +FROM "m5" +GROUP BY "Curricular units 2nd sem (evaluations)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0faf2b15e20fc8fceccf28901e2f3d6970bface9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/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: m5\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_m5_8e9fdc246da99e70\n-- problem_id: v2p_m5_47e63d828eca763d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Curricular units 2nd sem (evaluations)\",\n COUNT(*) AS support,\n AVG(\"Marital status\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Curricular units 2nd sem (evaluations)\"\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: m5\\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_m5_8e9fdc246da99e70\\n-- problem_id: v2p_m5_47e63d828eca763d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Curricular units 2nd sem (evaluations)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Marital status\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Curricular units 2nd sem (evaluations)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Curricular units 2nd sem (evaluations)\", \"support\", \"avg_response\"], \"rows\": [{\"Curricular units 2nd sem (evaluations)\": \"8\", \"support\": 792, \"avg_response\": 1.119949494949495}, {\"Curricular units 2nd sem (evaluations)\": \"6\", \"support\": 614, \"avg_response\": 1.1628664495114007}, {\"Curricular units 2nd sem (evaluations)\": \"7\", \"support\": 563, \"avg_response\": 1.1598579040852575}, {\"Curricular units 2nd sem (evaluations)\": \"9\", \"support\": 456, \"avg_response\": 1.162280701754386}, {\"Curricular units 2nd sem (evaluations)\": \"0\", \"support\": 401, \"avg_response\": 1.1546134663341645}, {\"Curricular units 2nd sem (evaluations)\": \"10\", \"support\": 355, \"avg_response\": 1.2253521126760563}, {\"Curricular units 2nd sem (evaluations)\": \"5\", \"support\": 288, \"avg_response\": 1.2847222222222223}, {\"Curricular units 2nd sem (evaluations)\": \"11\", \"support\": 255, \"avg_response\": 1.203921568627451}, {\"Curricular units 2nd sem (evaluations)\": \"12\", \"support\": 226, \"avg_response\": 1.1858407079646018}, {\"Curricular units 2nd sem (evaluations)\": \"13\", \"support\": 126, \"avg_response\": 1.2380952380952381}, {\"Curricular units 2nd sem (evaluations)\": \"14\", \"support\": 98, \"avg_response\": 1.2755102040816326}, {\"Curricular units 2nd sem (evaluations)\": \"15\", \"support\": 73, \"avg_response\": 1.2054794520547945}, {\"Curricular units 2nd sem (evaluations)\": \"16\", \"support\": 49, \"avg_response\": 1.2244897959183674}, {\"Curricular units 2nd sem (evaluations)\": \"17\", \"support\": 25, \"avg_response\": 1.08}, {\"Curricular units 2nd sem (evaluations)\": \"18\", \"support\": 22, \"avg_response\": 1.2727272727272727}, {\"Curricular units 2nd sem (evaluations)\": \"19\", \"support\": 19, \"avg_response\": 1.2105263157894737}, {\"Curricular units 2nd sem (evaluations)\": \"4\", \"support\": 10, \"avg_response\": 1.7}, {\"Curricular units 2nd sem (evaluations)\": \"22\", \"support\": 10, \"avg_response\": 1.6}, {\"Curricular units 2nd sem (evaluations)\": \"21\", \"support\": 10, \"avg_response\": 1.1}, {\"Curricular units 2nd sem (evaluations)\": \"20\", \"support\": 8, \"avg_response\": 1.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29a262d683ddc13d48448f8628d92a588e9f23e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.221551+00:00", + "ended_at": "2026-05-19T16:30:30.224753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_8e9fdc246da99e70", + "problem_id": "v2p_m5_47e63d828eca763d", + "dataset_id": "m5", + "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=Marital status, key_col=Curricular units 2nd sem (evaluations).", + "bindings": { + "key_col": "Curricular units 2nd sem (evaluations)", + "measure_col": "Marital status", + "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=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "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/m5/sql/v2q_m5_8e9fdc246da99e70.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/m5/artifacts/v2q_m5_8e9fdc246da99e70/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8e9fdc246da99e70/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/m5/artifacts/v2q_m5_8f934d38dd31d5ce/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c1680bf23fb61dc50934ff73b37cd36043ab0c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Curricular units 1st sem (grade)": "0.0", "support": 718, "avg_response": 6976.5}, {"Curricular units 1st sem (grade)": "12.0", "support": 205, "avg_response": 9108.068292682927}, {"Curricular units 1st sem (grade)": "13.0", "support": 147, "avg_response": 9257.30612244898}, {"Curricular units 1st sem (grade)": "11.0", "support": 138, "avg_response": 9252.08695652174}, {"Curricular units 1st sem (grade)": "11.5", "support": 89, "avg_response": 9223.685393258427}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7265e32542f2e1f4e6b0a716556793aec4ef3201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/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: m5 +-- 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_m5_8f934d38dd31d5ce +-- problem_id: v2p_m5_8114ccc107284c50 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Curricular units 1st sem (grade)", + COUNT(*) AS support, + AVG("Course") AS avg_response +FROM "m5" +GROUP BY "Curricular units 1st sem (grade)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f5ffbdf90efde3c47fe5c9ac30fe85332329a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/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: m5\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_m5_8f934d38dd31d5ce\n-- problem_id: v2p_m5_8114ccc107284c50\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Curricular units 1st sem (grade)\",\n COUNT(*) AS support,\n AVG(\"Course\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Curricular units 1st sem (grade)\"\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: m5\\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_m5_8f934d38dd31d5ce\\n-- problem_id: v2p_m5_8114ccc107284c50\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Curricular units 1st sem (grade)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Course\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Curricular units 1st sem (grade)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Curricular units 1st sem (grade)\", \"support\", \"avg_response\"], \"rows\": [{\"Curricular units 1st sem (grade)\": \"0.0\", \"support\": 718, \"avg_response\": 6976.5}, {\"Curricular units 1st sem (grade)\": \"12.0\", \"support\": 205, \"avg_response\": 9108.068292682927}, {\"Curricular units 1st sem (grade)\": \"13.0\", \"support\": 147, \"avg_response\": 9257.30612244898}, {\"Curricular units 1st sem (grade)\": \"11.0\", \"support\": 138, \"avg_response\": 9252.08695652174}, {\"Curricular units 1st sem (grade)\": \"11.5\", \"support\": 89, \"avg_response\": 9223.685393258427}, {\"Curricular units 1st sem (grade)\": \"14.0\", \"support\": 85, \"avg_response\": 9289.741176470588}, {\"Curricular units 1st sem (grade)\": \"12.5\", \"support\": 84, \"avg_response\": 9257.25}, {\"Curricular units 1st sem (grade)\": \"12.666666666666666\", \"support\": 82, \"avg_response\": 9216.646341463415}, {\"Curricular units 1st sem (grade)\": \"10.0\", \"support\": 82, \"avg_response\": 9209.30487804878}, {\"Curricular units 1st sem (grade)\": \"12.333333333333334\", \"support\": 82, \"avg_response\": 9189.121951219513}, {\"Curricular units 1st sem (grade)\": \"11.666666666666666\", \"support\": 70, \"avg_response\": 9346.014285714286}, {\"Curricular units 1st sem (grade)\": \"13.5\", \"support\": 63, \"avg_response\": 9364.809523809523}, {\"Curricular units 1st sem (grade)\": \"13.333333333333334\", \"support\": 56, \"avg_response\": 9141.75}, {\"Curricular units 1st sem (grade)\": \"11.333333333333334\", \"support\": 55, \"avg_response\": 9242.290909090909}, {\"Curricular units 1st sem (grade)\": \"10.5\", \"support\": 49, \"avg_response\": 9361.69387755102}, {\"Curricular units 1st sem (grade)\": \"12.166666666666666\", \"support\": 46, \"avg_response\": 9287.608695652174}, {\"Curricular units 1st sem (grade)\": \"12.6\", \"support\": 45, \"avg_response\": 9380.955555555556}, {\"Curricular units 1st sem (grade)\": \"11.25\", \"support\": 45, \"avg_response\": 9001.133333333333}, {\"Curricular units 1st sem (grade)\": \"11.6\", \"support\": 44, \"avg_response\": 9084.204545454546}, {\"Curricular units 1st sem (grade)\": \"11.8\", \"support\": 43, \"avg_response\": 9256.581395348838}, {\"Curricular units 1st sem (grade)\": \"12.2\", \"support\": 40, \"avg_response\": 9372.225}, {\"Curricular units 1st sem (grade)\": \"11.833333333333334\", \"support\": 40, \"avg_response\": 8923.35}, {\"Curricular units 1st sem (grade)\": \"12.25\", \"support\": 37, \"avg_response\": 9384.486486486487}, {\"Curricular units 1st sem (grade)\": \"12.833333333333334\", \"support\": 37, \"avg_response\": 9261.027027027027}, {\"Curricular units 1st sem (grade)\": \"10.666666666666666\", \"support\": 36, \"avg_response\": 9248.25}, {\"Curricular units 1st sem (grade)\": \"13.666666666666666\", \"support\": 36, \"avg_response\": 8914.805555555555}, {\"Curricular units 1st sem (grade)\": \"11.4\", \"support\": 35, \"avg_response\": 9331.8}, {\"Curricular units 1st sem (grade)\": \"11.75\", \"support\": 35, \"avg_response\": 9290.285714285714}, {\"Curricular units 1st sem (grade)\": \"13.166666666666666\", \"support\": 34, \"avg_response\": 9429.764705882353}, {\"Curricular units 1st sem (grade)\": \"15.0\", \"support\": 34, \"avg_response\": 9031.176470588236}, {\"Curricular units 1st sem (grade)\": \"12.4\", \"support\": 33, \"avg_response\": 9328.424242424242}, {\"Curricular units 1st sem (grade)\": \"13.833333333333334\", \"support\": 33, \"avg_response\": 9315.90909090909}, {\"Curricular units 1st sem (grade)\": \"14.5\", \"support\": 31, \"avg_response\": 8896.322580645161}, {\"Curricular units 1st sem (grade)\": \"12.8\", \"support\": 29, \"avg_response\": 9300.344827586207}, {\"Curricular units 1st sem (grade)\": \"13.2\", \"support\": 28, \"avg_response\": 9430.214285714286}, {\"Curricular units 1st sem (grade)\": \"11.2\", \"support\": 24, \"avg_response\": 9307.291666666666}, {\"Curricular units 1st sem (grade)\": \"10.8\", \"support\": 24, \"avg_response\": 9271.916666666666}, {\"Curricular units 1st sem (grade)\": \"12.75\", \"support\": 24, \"avg_response\": 8702.625}, {\"Curricular units 1st sem (grade)\": \"13.6\", \"support\": 23, \"avg_response\": 9341.0}, {\"Curricular units 1st sem (grade)\": \"13.4\", \"support\": 23, \"avg_response\": 9290.869565217392}, {\"Curricular units 1st sem (grade)\": \"14.166666666666666\", \"support\": 23, \"avg_response\": 9117.130434782608}, {\"Curricular units 1st sem (grade)\": \"13.25\", \"support\": 22, \"avg_response\": 8461.818181818182}, {\"Curricular units 1st sem (grade)\": \"10.75\", \"support\": 21, \"avg_response\": 9420.666666666666}, {\"Curricular units 1st sem (grade)\": \"14.333333333333334\", \"support\": 21, \"avg_response\": 9268.619047619048}, {\"Curricular units 1st sem (grade)\": \"14.2\", \"support\": 20, \"avg_response\": 9387.0}, {\"Curricular units 1st sem (grade)\": \"13.428571428571429\", \"support\": 19, \"avg_response\": 9531.473684210527}, {\"Curricular units 1st sem (grade)\": \"12.285714285714286\", \"support\": 19, \"avg_response\": 9527.0}, {\"Curricular units 1st sem (grade)\": \"13.571428571428571\", \"support\": 19, \"avg_response\": 9374.315789473685}, {\"Curricular units 1st sem (grade)\": \"14.666666666666666\", \"support\": 18, \"avg_response\": 9066.611111111111}, {\"Curricular units 1st sem (grade)\": \"10.333333333333334\", \"support\": 16, \"avg_response\": 9290.8125}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68c4eaf001a5129ef1b0a45e363da3f6fc5a5b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.217308+00:00", + "ended_at": "2026-05-19T16:30:30.221082+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_8f934d38dd31d5ce", + "problem_id": "v2p_m5_8114ccc107284c50", + "dataset_id": "m5", + "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=Course, key_col=Curricular units 1st sem (grade).", + "bindings": { + "key_col": "Curricular units 1st sem (grade)", + "measure_col": "Course", + "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=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "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/m5/sql/v2q_m5_8f934d38dd31d5ce.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/m5/artifacts/v2q_m5_8f934d38dd31d5ce/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_8f934d38dd31d5ce/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/m5/artifacts/v2q_m5_9083f9dd879f7183/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bce16db3f91fdff081a2eb97cf3c3cda46a0a335 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:53.667572+00:00", + "ended_at": "2026-05-19T16:19:03.914444+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9083f9dd879f7183", + "problem_id": "v2p_m5_f482633254b01975", + "dataset_id": "m5", + "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=International, measure_col=Marital status.", + "bindings": { + "group_col": "International", + "measure_col": "Marital status", + "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": 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=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..942f4b008a0880a01b0906605c9ad31a35c73e4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:56.794846+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": 3124.08, "started_at": "2026-05-19T16:18:53.670052+00:00", "ended_at": "2026-05-19T16:18:56.794158+00:00", "prompt_metrics": {"chars": 21144, "bytes_utf8": 21144, "lines": 540, "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\":\"019e4108-7568-71a2-8825-6c3ea59b4f5e\"}\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": "2026-05-19T16:19:03.914350+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": 6116.82, "started_at": "2026-05-19T16:18:57.796662+00:00", "ended_at": "2026-05-19T16:19:03.913527+00:00", "prompt_metrics": {"chars": 21144, "bytes_utf8": 21144, "lines": 540, "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\":\"019e4108-8585-7b40-8af7-7158ea148f3b\"}\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/m5/artifacts/v2q_m5_909a83d03222195d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..30909d83a045d3e5eaf81ef2df790c45e4744984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3847, "support_share": 0.8695750452079566, "support_rank": 1}, {"value_label": "2", "support": 94, "support_share": 0.021247739602169982, "support_rank": 2}, {"value_label": "1", "support": 85, "support_share": 0.019213381555153706, "support_rank": 3}, {"value_label": "3", "support": 69, "support_share": 0.015596745027124773, "support_rank": 4}, {"value_label": "6", "support": 51, "support_share": 0.011528028933092224, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b24060713fd8bfaf1c090c38f8209b31f80308b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_909a83d03222195d +-- problem_id: v2p_m5_74c98d02edbb78c9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 1st sem (credited)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 1st sem (credited)" +) +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/m5/artifacts/v2q_m5_909a83d03222195d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cb39f79a3e9e1d11bc48281dee7c9b509785276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m5_909a83d03222195d\n-- problem_id: v2p_m5_74c98d02edbb78c9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 1st sem (credited)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 1st sem (credited)\"\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m5_909a83d03222195d\\n-- problem_id: v2p_m5_74c98d02edbb78c9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 1st sem (credited)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 1st sem (credited)\\\"\\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\": \"0\", \"support\": 3847, \"support_share\": 0.8695750452079566, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 94, \"support_share\": 0.021247739602169982, \"support_rank\": 2}, {\"value_label\": \"1\", \"support\": 85, \"support_share\": 0.019213381555153706, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 69, \"support_share\": 0.015596745027124773, \"support_rank\": 4}, {\"value_label\": \"6\", \"support\": 51, \"support_share\": 0.011528028933092224, \"support_rank\": 5}, {\"value_label\": \"4\", \"support\": 47, \"support_share\": 0.010623869801084991, \"support_rank\": 6}, {\"value_label\": \"5\", \"support\": 41, \"support_share\": 0.009267631103074141, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 41, \"support_share\": 0.009267631103074141, \"support_rank\": 8}, {\"value_label\": \"8\", \"support\": 31, \"support_share\": 0.007007233273056058, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 27, \"support_share\": 0.0061030741410488245, \"support_rank\": 10}, {\"value_label\": \"11\", \"support\": 17, \"support_share\": 0.0038426763110307413, \"support_rank\": 11}, {\"value_label\": \"10\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"support_rank\": 12}, {\"value_label\": \"14\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"support_rank\": 13}, {\"value_label\": \"13\", \"support\": 13, \"support_share\": 0.002938517179023508, \"support_rank\": 14}, {\"value_label\": \"12\", \"support\": 12, \"support_share\": 0.0027124773960217, \"support_rank\": 15}, {\"value_label\": \"15\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"support_rank\": 16}, {\"value_label\": \"18\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 17}, {\"value_label\": \"16\", \"support\": 3, \"support_share\": 0.000678119349005425, \"support_rank\": 18}, {\"value_label\": \"17\", \"support\": 3, \"support_share\": 0.000678119349005425, \"support_rank\": 19}, {\"value_label\": \"19\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 20}, {\"value_label\": \"20\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 21}], \"row_count_returned\": 21, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0bde2e5c32b8ea163c8252a2b51ec5549d2c945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.166208+00:00", + "ended_at": "2026-05-19T16:30:30.168864+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_909a83d03222195d", + "problem_id": "v2p_m5_74c98d02edbb78c9", + "dataset_id": "m5", + "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": "value_imbalance_profile", + "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=Curricular units 1st sem (credited).", + "bindings": { + "group_col": "Curricular units 1st sem (credited)" + }, + "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=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "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/m5/sql/v2q_m5_909a83d03222195d.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/m5/artifacts/v2q_m5_909a83d03222195d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_909a83d03222195d/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/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b96f3533b11cba963872141e1feae479916aadc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:34.497358+00:00", + "ended_at": "2026-05-19T16:29:38.177383+00:00", + "elapsed_ms": 3679.99, + "returncode": 1, + "prompt_metrics": { + "chars": 21076, + "bytes_utf8": 21076, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78d1228e593ae7370009f6f2b9a3cd4a360aeca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:39.180695+00:00", + "ended_at": "2026-05-19T16:29:42.360619+00:00", + "elapsed_ms": 3179.87, + "returncode": 1, + "prompt_metrics": { + "chars": 21076, + "bytes_utf8": 21076, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1c13d6c3bbbcc8216e36c09f16d3b65716ec70b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Previous qualification, measure_col=Unemployment rate.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Previous qualification", + "measure_col": "Unemployment rate", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1c13d6c3bbbcc8216e36c09f16d3b65716ec70b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Previous qualification, measure_col=Unemployment rate.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Previous qualification", + "measure_col": "Unemployment rate", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..921f0ad9b6a663c4fd8e2d729b080f0d381aa049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-3d38-7630-843f-1581fafeadaf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab82a7b0a58b0c4f28c9591d41a0ab00e6d58a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-3d38-7630-843f-1581fafeadaf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f21dbc3313f12c710122fea7f777edbd13a747bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4f76-7340-8113-e0e90097c993"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..09de33ac24238c8e14e890205e62c708dad564a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4f76-7340-8113-e0e90097c993"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1758de267e031a846e7919027bcd4a793d0a016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:34.494653+00:00", + "ended_at": "2026-05-19T16:29:42.361691+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_91386e638d2eb0b6", + "problem_id": "v2p_m5_935a39428faa047a", + "dataset_id": "m5", + "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=Previous qualification, measure_col=Unemployment rate.", + "bindings": { + "group_col": "Previous qualification", + "measure_col": "Unemployment rate", + "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": 12.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m5/artifacts/v2q_m5_91386e638d2eb0b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04f8c955f3f4a992a99b4c17ef59e032094ec3a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91386e638d2eb0b6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:38.178343+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": 3679.99, "started_at": "2026-05-19T16:29:34.497358+00:00", "ended_at": "2026-05-19T16:29:38.177383+00:00", "prompt_metrics": {"chars": 21076, "bytes_utf8": 21076, "lines": 540, "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\":\"019e4112-3d38-7630-843f-1581fafeadaf\"}\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": "2026-05-19T16:29:42.361587+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": 3179.87, "started_at": "2026-05-19T16:29:39.180695+00:00", "ended_at": "2026-05-19T16:29:42.360619+00:00", "prompt_metrics": {"chars": 21076, "bytes_utf8": 21076, "lines": 540, "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\":\"019e4112-4f76-7340-8113-e0e90097c993\"}\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/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9472c7289085c973223acc2fd6c8e6376689601 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:57.408749+00:00", + "ended_at": "2026-05-19T16:26:00.931080+00:00", + "elapsed_ms": 3522.29, + "returncode": 1, + "prompt_metrics": { + "chars": 20993, + "bytes_utf8": 20993, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea4eb14f22897b188d10f02431b52a62d795f8ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:01.933797+00:00", + "ended_at": "2026-05-19T16:26:05.339518+00:00", + "elapsed_ms": 3405.66, + "returncode": 1, + "prompt_metrics": { + "chars": 20993, + "bytes_utf8": 20993, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe49d41ade536c463892854758a0c3bbfc2e0545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Curricular units 1st sem (evaluations).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "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": 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\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/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe49d41ade536c463892854758a0c3bbfc2e0545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Curricular units 1st sem (evaluations).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "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": 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\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/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1447d8d789e14c5fd11048960c8128995268f388 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ed34-72b2-9f22-29ccc31bc7cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..997c61beadbcfd808257f8a1cc8748d34c3d00ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ed34-72b2-9f22-29ccc31bc7cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddb3c2c902fa00025a3a1ac23688bd7bd5ff4486 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-feb7-74c0-9c53-4a4b6735bcf3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3b85b795c11f65d8f7f9652c73c5d7c9afba927 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-feb7-74c0-9c53-4a4b6735bcf3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3d213eaa3bbe1e82ebe64e7cec2d6611c9a05e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:57.406311+00:00", + "ended_at": "2026-05-19T16:26:05.341125+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_91537c11b9613ebb", + "problem_id": "v2p_m5_126fe1461d6a0427", + "dataset_id": "m5", + "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=Curricular units 1st sem (evaluations).", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "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": 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 + }, + "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=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_91537c11b9613ebb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c67d7e327528c895a82b2508f9b49e412859caa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_91537c11b9613ebb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:00.932084+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": 3522.29, "started_at": "2026-05-19T16:25:57.408749+00:00", "ended_at": "2026-05-19T16:26:00.931080+00:00", "prompt_metrics": {"chars": 20993, "bytes_utf8": 20993, "lines": 538, "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-ed34-72b2-9f22-29ccc31bc7cd\"}\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": "2026-05-19T16:26:05.340920+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": 3405.66, "started_at": "2026-05-19T16:26:01.933797+00:00", "ended_at": "2026-05-19T16:26:05.339518+00:00", "prompt_metrics": {"chars": 20993, "bytes_utf8": 20993, "lines": 538, "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-feb7-74c0-9c53-4a4b6735bcf3\"}\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/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26eca0ba690c83098e6a8c368d50dee97b9102f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:54.977272+00:00", + "ended_at": "2026-05-19T16:23:58.408307+00:00", + "elapsed_ms": 3430.99, + "returncode": 1, + "prompt_metrics": { + "chars": 21191, + "bytes_utf8": 21191, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19862dd2cd9d45742bb7586b46c2a8183cec5a3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:59.412073+00:00", + "ended_at": "2026-05-19T16:24:02.537333+00:00", + "elapsed_ms": 3125.19, + "returncode": 1, + "prompt_metrics": { + "chars": 21191, + "bytes_utf8": 21191, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c7000bc1fff503ad866b400305b1318d5fb49f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Course, condition_col=Displaced.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c7000bc1fff503ad866b400305b1318d5fb49f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Course, condition_col=Displaced.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..463edcc68f2aac70a972d9459346ea2c245e4480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0eee-7fc0-ba47-949fd4e3e646"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70595deab5fdcb30d2dd535e8320f1d42ced5369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0eee-7fc0-ba47-949fd4e3e646"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3948ecfc2eca96c6c1a59fdb2631375cd1ff2100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2047-7193-ae94-b0e484872e1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad23fce36c0e99a08459a38c8886d9b41b19c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2047-7193-ae94-b0e484872e1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5191ab86e579ed85c645b6439229b0fa019c1866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:23:54.974881+00:00", + "ended_at": "2026-05-19T16:24:02.538471+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_919b9e66e965762f", + "problem_id": "v2p_m5_f34289b26e23e1ad", + "dataset_id": "m5", + "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=Course, condition_col=Displaced.", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=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/m5/artifacts/v2q_m5_919b9e66e965762f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5e8e27a316c40d340650fa3596562cac0bc4cae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_919b9e66e965762f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:58.409447+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": 3430.99, "started_at": "2026-05-19T16:23:54.977272+00:00", "ended_at": "2026-05-19T16:23:58.408307+00:00", "prompt_metrics": {"chars": 21191, "bytes_utf8": 21191, "lines": 543, "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-0eee-7fc0-ba47-949fd4e3e646\"}\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": "2026-05-19T16:24:02.538356+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": 3125.19, "started_at": "2026-05-19T16:23:59.412073+00:00", "ended_at": "2026-05-19T16:24:02.537333+00:00", "prompt_metrics": {"chars": 21191, "bytes_utf8": 21191, "lines": 543, "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-2047-7193-ae94-b0e484872e1c\"}\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/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1061a1716a99ba76fbff63f2d72e66a2e5c2e3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 1171, "support_share": 0.2646925858951175, "support_rank": 1}, {"value_label": "5", "support": 723, "support_share": 0.1634267631103074, "support_rank": 2}, {"value_label": "0", "support": 718, "support_share": 0.16229656419529837, "support_rank": 3}, {"value_label": "7", "support": 471, "support_share": 0.10646473779385172, "support_rank": 4}, {"value_label": "4", "support": 433, "support_share": 0.097875226039783, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..845df421f513ce3076b7d3980770943ddb96825a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/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: m5 +-- 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_m5_966a2c96b2d8cfbf +-- problem_id: v2p_m5_5211241a1a4a9dce +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 1st sem (approved)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 1st sem (approved)" +) +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/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35302453566525c434081d6fc1237ddfaf7ba5ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/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: m5\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_m5_966a2c96b2d8cfbf\n-- problem_id: v2p_m5_5211241a1a4a9dce\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 1st sem (approved)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 1st sem (approved)\"\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: m5\\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_m5_966a2c96b2d8cfbf\\n-- problem_id: v2p_m5_5211241a1a4a9dce\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 1st sem (approved)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 1st sem (approved)\\\"\\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\": \"6\", \"support\": 1171, \"support_share\": 0.2646925858951175, \"support_rank\": 1}, {\"value_label\": \"5\", \"support\": 723, \"support_share\": 0.1634267631103074, \"support_rank\": 2}, {\"value_label\": \"0\", \"support\": 718, \"support_share\": 0.16229656419529837, \"support_rank\": 3}, {\"value_label\": \"7\", \"support\": 471, \"support_share\": 0.10646473779385172, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 433, \"support_share\": 0.097875226039783, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 269, \"support_share\": 0.06080470162748644, \"support_rank\": 6}, {\"value_label\": \"2\", \"support\": 160, \"support_share\": 0.03616636528028933, \"support_rank\": 7}, {\"value_label\": \"1\", \"support\": 127, \"support_share\": 0.028707052441229657, \"support_rank\": 8}, {\"value_label\": \"8\", \"support\": 108, \"support_share\": 0.024412296564195298, \"support_rank\": 9}, {\"value_label\": \"11\", \"support\": 49, \"support_share\": 0.011075949367088608, \"support_rank\": 10}, {\"value_label\": \"12\", \"support\": 44, \"support_share\": 0.009945750452079566, \"support_rank\": 11}, {\"value_label\": \"9\", \"support\": 40, \"support_share\": 0.009041591320072333, \"support_rank\": 12}, {\"value_label\": \"13\", \"support\": 26, \"support_share\": 0.005877034358047016, \"support_rank\": 13}, {\"value_label\": \"10\", \"support\": 24, \"support_share\": 0.0054249547920434, \"support_rank\": 14}, {\"value_label\": \"18\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"support_rank\": 15}, {\"value_label\": \"14\", \"support\": 14, \"support_share\": 0.0031645569620253164, \"support_rank\": 16}, {\"value_label\": \"17\", \"support\": 10, \"support_share\": 0.0022603978300180833, \"support_rank\": 17}, {\"value_label\": \"15\", \"support\": 7, \"support_share\": 0.0015822784810126582, \"support_rank\": 18}, {\"value_label\": \"16\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"support_rank\": 19}, {\"value_label\": \"21\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 20}, {\"value_label\": \"20\", \"support\": 3, \"support_share\": 0.000678119349005425, \"support_rank\": 21}, {\"value_label\": \"19\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 22}, {\"value_label\": \"26\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 23}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d311c3b8a3be361a374bac10408ba1c97bc2be5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.169412+00:00", + "ended_at": "2026-05-19T16:30:30.172790+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_966a2c96b2d8cfbf", + "problem_id": "v2p_m5_5211241a1a4a9dce", + "dataset_id": "m5", + "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=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Curricular units 1st sem (approved)" + }, + "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=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "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/m5/sql/v2q_m5_966a2c96b2d8cfbf.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/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_966a2c96b2d8cfbf/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/m5/artifacts/v2q_m5_96848f6fd6c26f24/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01724c6d85367dfdf604240ee866bcf7d777f0bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 965, "support_share": 0.21812839059674502, "support_rank": 1}, {"value_label": "0", "support": 870, "support_share": 0.19665461121157324, "support_rank": 2}, {"value_label": "5", "support": 726, "support_share": 0.16410488245931285, "support_rank": 3}, {"value_label": "4", "support": 414, "support_share": 0.09358047016274865, "support_rank": 4}, {"value_label": "7", "support": 331, "support_share": 0.07481916817359856, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c508fa74cdd226bea7578add7f4ffc4d8dca2942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/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: m5 +-- 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_m5_96848f6fd6c26f24 +-- problem_id: v2p_m5_54f665b333352780 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 2nd sem (approved)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 2nd sem (approved)" +) +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/m5/artifacts/v2q_m5_96848f6fd6c26f24/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44ebdd74b2124ef9f8c629a12ac9402f5d15f586 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/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: m5\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_m5_96848f6fd6c26f24\n-- problem_id: v2p_m5_54f665b333352780\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 2nd sem (approved)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 2nd sem (approved)\"\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: m5\\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_m5_96848f6fd6c26f24\\n-- problem_id: v2p_m5_54f665b333352780\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 2nd sem (approved)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 2nd sem (approved)\\\"\\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\": \"6\", \"support\": 965, \"support_share\": 0.21812839059674502, \"support_rank\": 1}, {\"value_label\": \"0\", \"support\": 870, \"support_share\": 0.19665461121157324, \"support_rank\": 2}, {\"value_label\": \"5\", \"support\": 726, \"support_share\": 0.16410488245931285, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 414, \"support_share\": 0.09358047016274865, \"support_rank\": 4}, {\"value_label\": \"7\", \"support\": 331, \"support_share\": 0.07481916817359856, \"support_rank\": 5}, {\"value_label\": \"8\", \"support\": 321, \"support_share\": 0.07255877034358046, \"support_rank\": 6}, {\"value_label\": \"3\", \"support\": 285, \"support_share\": 0.06442133815551537, \"support_rank\": 7}, {\"value_label\": \"2\", \"support\": 198, \"support_share\": 0.044755877034358044, \"support_rank\": 8}, {\"value_label\": \"1\", \"support\": 114, \"support_share\": 0.025768535262206148, \"support_rank\": 9}, {\"value_label\": \"11\", \"support\": 48, \"support_share\": 0.0108499095840868, \"support_rank\": 10}, {\"value_label\": \"10\", \"support\": 38, \"support_share\": 0.008589511754068717, \"support_rank\": 11}, {\"value_label\": \"9\", \"support\": 36, \"support_share\": 0.0081374321880651, \"support_rank\": 12}, {\"value_label\": \"12\", \"support\": 34, \"support_share\": 0.0076853526220614825, \"support_rank\": 13}, {\"value_label\": \"13\", \"support\": 21, \"support_share\": 0.004746835443037975, \"support_rank\": 14}, {\"value_label\": \"17\", \"support\": 8, \"support_share\": 0.0018083182640144665, \"support_rank\": 15}, {\"value_label\": \"14\", \"support\": 6, \"support_share\": 0.00135623869801085, \"support_rank\": 16}, {\"value_label\": \"19\", \"support\": 3, \"support_share\": 0.000678119349005425, \"support_rank\": 17}, {\"value_label\": \"16\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 18}, {\"value_label\": \"18\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 19}, {\"value_label\": \"20\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 20}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c235f9b50695b87d7c67fc324f39ba9e30bf761a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.176700+00:00", + "ended_at": "2026-05-19T16:30:30.179862+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_96848f6fd6c26f24", + "problem_id": "v2p_m5_54f665b333352780", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)" + }, + "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=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "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/m5/sql/v2q_m5_96848f6fd6c26f24.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/m5/artifacts/v2q_m5_96848f6fd6c26f24/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96848f6fd6c26f24/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/m5/artifacts/v2q_m5_96a9add705d52b0b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96a9add705d52b0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b1571701eae4c5646eb876880e078381680bb31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96a9add705d52b0b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:20.870790+00:00", + "ended_at": "2026-05-19T16:28:28.161767+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_96a9add705d52b0b", + "problem_id": "v2p_m5_7d894039a0e9d311", + "dataset_id": "m5", + "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=Application mode, measure_col=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Application mode", + "measure_col": "Curricular units 2nd sem (evaluations)", + "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": 10.0, + "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=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/m5/artifacts/v2q_m5_96a9add705d52b0b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96a9add705d52b0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..401511ef16a0fe8f898e66948e6b775da3237b91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_96a9add705d52b0b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:23.966465+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": 3091.7, "started_at": "2026-05-19T16:28:20.873516+00:00", "ended_at": "2026-05-19T16:28:23.965261+00:00", "prompt_metrics": {"chars": 21101, "bytes_utf8": 21101, "lines": 540, "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\":\"019e4111-1d6b-77a3-8914-fa9a6e80451b\"}\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": "2026-05-19T16:28:28.161647+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": 3192.35, "started_at": "2026-05-19T16:28:24.968065+00:00", "ended_at": "2026-05-19T16:28:28.160470+00:00", "prompt_metrics": {"chars": 21101, "bytes_utf8": 21101, "lines": 540, "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\":\"019e4111-2d7e-7fd3-a4da-30ebf5b276b1\"}\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/m5/artifacts/v2q_m5_97528a77fbbb4730/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_97528a77fbbb4730/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3009b1d633592126923ed344cc1896d00610e786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_97528a77fbbb4730/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:49.452943+00:00", + "ended_at": "2026-05-19T16:09:56.070215+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_97528a77fbbb4730", + "problem_id": "v2p_m5_8e46d7ac6e00e6c5", + "dataset_id": "m5", + "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=Curricular units 2nd sem (credited), measure_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "item_col": "Curricular units 1st sem (credited)", + "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": 0.0, + "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", + "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=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_97528a77fbbb4730/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_97528a77fbbb4730/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd6ec67b7058fbd7d761f1adfae998ecf40856fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_97528a77fbbb4730/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:52.104387+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": 2648.87, "started_at": "2026-05-19T16:09:49.454770+00:00", "ended_at": "2026-05-19T16:09:52.103665+00:00", "prompt_metrics": {"chars": 21507, "bytes_utf8": 21507, "lines": 542, "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\":\"019e4100-27b0-7190-98fa-c1732a5eb7a5\"}\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": "2026-05-19T16:09:56.070131+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": 2963.1, "started_at": "2026-05-19T16:09:53.106272+00:00", "ended_at": "2026-05-19T16:09:56.069414+00:00", "prompt_metrics": {"chars": 21507, "bytes_utf8": 21507, "lines": 542, "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\":\"019e4100-35f2-72c0-937f-28ce8b04a3a3\"}\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/m5/artifacts/v2q_m5_9927b153a04df819/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9927b153a04df819/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62d0e5f1d969f9b45435f219da70b6098ed9b4f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9927b153a04df819/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:57.772777+00:00", + "ended_at": "2026-05-19T16:17:05.251204+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9927b153a04df819", + "problem_id": "v2p_m5_6ee54041e731919d", + "dataset_id": "m5", + "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=Father's occupation, measure_col=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Father's occupation", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/m5/artifacts/v2q_m5_9927b153a04df819/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9927b153a04df819/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02a5a76c3041d3a20b263725cb02198961e1ea46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9927b153a04df819/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:00.909952+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": 3133.38, "started_at": "2026-05-19T16:16:57.775266+00:00", "ended_at": "2026-05-19T16:17:00.908690+00:00", "prompt_metrics": {"chars": 21573, "bytes_utf8": 21573, "lines": 540, "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-b133-7090-94b4-80f909ea2c4e\"}\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": "2026-05-19T16:17:05.251096+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": 3337.48, "started_at": "2026-05-19T16:17:01.912530+00:00", "ended_at": "2026-05-19T16:17:05.250083+00:00", "prompt_metrics": {"chars": 21573, "bytes_utf8": 21573, "lines": 540, "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-c158-7742-a863-10b1ca589dad\"}\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/m5/artifacts/v2q_m5_9a6b6cf192df48af/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..576c3510b19adf4c38876d31fddc3c8364b08054 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:41.485562+00:00", + "ended_at": "2026-05-19T16:14:48.485176+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9a6b6cf192df48af", + "problem_id": "v2p_m5_1537960f738a047a", + "dataset_id": "m5", + "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=Previous qualification.", + "bindings": { + "measure_col": "Previous qualification", + "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": [ + "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=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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/m5/artifacts/v2q_m5_9a6b6cf192df48af/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68fa29f6bed8bc56f97395983919642047a399df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:44.355335+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": 2867.23, "started_at": "2026-05-19T16:14:41.487277+00:00", "ended_at": "2026-05-19T16:14:44.354529+00:00", "prompt_metrics": {"chars": 21142, "bytes_utf8": 21142, "lines": 538, "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\":\"019e4104-9c4b-7fe3-a3ed-ec0c7b1a51b4\"}\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": "2026-05-19T16:14:48.485088+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": 3127.1, "started_at": "2026-05-19T16:14:45.357186+00:00", "ended_at": "2026-05-19T16:14:48.484331+00:00", "prompt_metrics": {"chars": 21142, "bytes_utf8": 21142, "lines": 538, "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-ab5b-7a43-847b-611735a968ac\"}\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/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f80831b1c340bd84483cdbe2763bcf3cb0d2ff00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:21:47.681898+00:00", + "ended_at": "2026-05-19T16:21:55.356054+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9a80cde89ea2bbb4", + "problem_id": "v2p_m5_9c8d83c0906ea193", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved), measure_col=Mother's occupation.", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "Mother's occupation", + "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": 9.0, + "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=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "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/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..305674d50db1d49af6c104a013692931a5ccbda8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:50.883520+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": 3198.91, "started_at": "2026-05-19T16:21:47.683736+00:00", "ended_at": "2026-05-19T16:21:50.882673+00:00", "prompt_metrics": {"chars": 21200, "bytes_utf8": 21200, "lines": 540, "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-1d2d-71a0-8580-5ced4766057d\"}\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": "2026-05-19T16:21:55.355930+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": 3469.43, "started_at": "2026-05-19T16:21:51.885721+00:00", "ended_at": "2026-05-19T16:21:55.355194+00:00", "prompt_metrics": {"chars": 21200, "bytes_utf8": 21200, "lines": 540, "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-2d8a-72c3-a299-273f4404a674\"}\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/m5/artifacts/v2q_m5_9af9fc5814fb20ad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aeac376f3d134b98ff14da64402d64ae408dccf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:16:08.246189+00:00", + "ended_at": "2026-05-19T16:16:17.254068+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9af9fc5814fb20ad", + "problem_id": "v2p_m5_74fa38daa227d799", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Mother's qualification, measure_col=Curricular units 1st sem (grade).", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Curricular units 1st sem (grade)", + "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": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=1/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_9af9fc5814fb20ad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f9d8cd3de3ba6f9b107466bc1dd31e73a00fca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:11.904379+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": 3654.68, "started_at": "2026-05-19T16:16:08.248665+00:00", "ended_at": "2026-05-19T16:16:11.903386+00:00", "prompt_metrics": {"chars": 21575, "bytes_utf8": 21575, "lines": 540, "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-efdd-7a80-ad84-61da683bc967\"}\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": "2026-05-19T16:16:17.253934+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": 4346.02, "started_at": "2026-05-19T16:16:12.906758+00:00", "ended_at": "2026-05-19T16:16:17.252847+00:00", "prompt_metrics": {"chars": 21575, "bytes_utf8": 21575, "lines": 540, "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\":\"019e4106-0202-7490-9d4b-a94b41a60c2a\"}\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/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56fb27701cc5b0d4de05fcb7bc8cda04a3aca191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:53.992772+00:00", + "ended_at": "2026-05-19T16:26:57.406618+00:00", + "elapsed_ms": 3413.8, + "returncode": 1, + "prompt_metrics": { + "chars": 20990, + "bytes_utf8": 20990, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..796d7f95233bbb07c1766461a260dc3763d368aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:58.410306+00:00", + "ended_at": "2026-05-19T16:27:01.564566+00:00", + "elapsed_ms": 3154.19, + "returncode": 1, + "prompt_metrics": { + "chars": 20990, + "bytes_utf8": 20990, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f37b4d69361e324b6e46f5f2f4c4bad65e33633d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (credited).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f37b4d69361e324b6e46f5f2f4c4bad65e33633d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (credited).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc868d7768a4d3b82d26ff063e2b4d32a8220499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ca20-7480-b831-4b3747391be1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5e828aa5799ccddb2d78598ef67af3dbef6cbe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ca20-7480-b831-4b3747391be1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3aaa2089da89fe7bd048e2e34473ad368fefbdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-db85-7743-9db4-1cec3c802af5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44afd35b6a4bf55293889ac81925f42267b9e03d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-db85-7743-9db4-1cec3c802af5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed62bb2ee63957afc94dc5216094d42ccda717cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:26:53.990082+00:00", + "ended_at": "2026-05-19T16:27:01.566009+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9bd5bd41e81b78dc", + "problem_id": "v2p_m5_1319e4c315e8a4ab", + "dataset_id": "m5", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (credited).", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "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": 134.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "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/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cd5e7bc715f0c1e662524f0535b46381475368d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9bd5bd41e81b78dc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:57.407832+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": 3413.8, "started_at": "2026-05-19T16:26:53.992772+00:00", "ended_at": "2026-05-19T16:26:57.406618+00:00", "prompt_metrics": {"chars": 20990, "bytes_utf8": 20990, "lines": 538, "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-ca20-7480-b831-4b3747391be1\"}\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": "2026-05-19T16:27:01.565869+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": 3154.19, "started_at": "2026-05-19T16:26:58.410306+00:00", "ended_at": "2026-05-19T16:27:01.564566+00:00", "prompt_metrics": {"chars": 20990, "bytes_utf8": 20990, "lines": 538, "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-db85-7743-9db4-1cec3c802af5\"}\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/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0633220b29aaf845f845f983dd9810e5ea76ba3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3919, "support_share": 0.8858499095840868, "cumulative_support": 3919}, {"value_label": "2", "support": 379, "support_share": 0.08566907775768536, "cumulative_support": 4298}, {"value_label": "4", "support": 91, "support_share": 0.020569620253164556, "cumulative_support": 4389}, {"value_label": "5", "support": 25, "support_share": 0.005650994575045208, "cumulative_support": 4414}, {"value_label": "6", "support": 6, "support_share": 0.00135623869801085, "cumulative_support": 4420}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe96fd89047e615da90b1802fd443fabbdbba9aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_9da2bcf3605cf5e8 +-- problem_id: v2p_m5_e8a6263f3beb6776 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Marital status" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Marital status" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9429c6fdc21b242cb5e958a242196ddbbb538e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_9da2bcf3605cf5e8\n-- problem_id: v2p_m5_e8a6263f3beb6776\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Marital status\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Marital status\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_9da2bcf3605cf5e8\\n-- problem_id: v2p_m5_e8a6263f3beb6776\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Marital status\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Marital status\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 3919, \"support_share\": 0.8858499095840868, \"cumulative_support\": 3919}, {\"value_label\": \"2\", \"support\": 379, \"support_share\": 0.08566907775768536, \"cumulative_support\": 4298}, {\"value_label\": \"4\", \"support\": 91, \"support_share\": 0.020569620253164556, \"cumulative_support\": 4389}, {\"value_label\": \"5\", \"support\": 25, \"support_share\": 0.005650994575045208, \"cumulative_support\": 4414}, {\"value_label\": \"6\", \"support\": 6, \"support_share\": 0.00135623869801085, \"cumulative_support\": 4420}, {\"value_label\": \"3\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4424}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d2e83b6fb82f7aed2aa270e84980cbe214c2896 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.102959+00:00", + "ended_at": "2026-05-19T16:30:30.106813+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9da2bcf3605cf5e8", + "problem_id": "v2p_m5_e8a6263f3beb6776", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Marital status.", + "bindings": { + "group_col": "Marital status" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_9da2bcf3605cf5e8.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/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9da2bcf3605cf5e8/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/m5/artifacts/v2q_m5_9dd518f3be3db046/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e7f36a66ed1955059ce0d0c1fbe493aa749f6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "37", "support": 1209, "support_share": 0.27328209764918626, "support_rank": 1}, {"value_label": "19", "support": 968, "support_share": 0.21880650994575046, "support_rank": 2}, {"value_label": "1", "support": 904, "support_share": 0.20433996383363473, "support_rank": 3}, {"value_label": "38", "support": 702, "support_share": 0.15867992766726943, "support_rank": 4}, {"value_label": "3", "support": 282, "support_share": 0.06374321880650995, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e064c16c9e00323ce18c03b247ba0b1b5ba261a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_9dd518f3be3db046 +-- problem_id: v2p_m5_b33c6a673ef9f250 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Father's qualification" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Father's qualification" +) +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/m5/artifacts/v2q_m5_9dd518f3be3db046/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf9ec95c881773cfafc6182c525eeb9c41f8c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m5_9dd518f3be3db046\n-- problem_id: v2p_m5_b33c6a673ef9f250\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Father's qualification\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Father's qualification\"\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m5_9dd518f3be3db046\\n-- problem_id: v2p_m5_b33c6a673ef9f250\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Father's qualification\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Father's qualification\\\"\\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\": \"37\", \"support\": 1209, \"support_share\": 0.27328209764918626, \"support_rank\": 1}, {\"value_label\": \"19\", \"support\": 968, \"support_share\": 0.21880650994575046, \"support_rank\": 2}, {\"value_label\": \"1\", \"support\": 904, \"support_share\": 0.20433996383363473, \"support_rank\": 3}, {\"value_label\": \"38\", \"support\": 702, \"support_share\": 0.15867992766726943, \"support_rank\": 4}, {\"value_label\": \"3\", \"support\": 282, \"support_share\": 0.06374321880650995, \"support_rank\": 5}, {\"value_label\": \"34\", \"support\": 112, \"support_share\": 0.02531645569620253, \"support_rank\": 6}, {\"value_label\": \"2\", \"support\": 68, \"support_share\": 0.015370705244122965, \"support_rank\": 7}, {\"value_label\": \"4\", \"support\": 39, \"support_share\": 0.008815551537070525, \"support_rank\": 8}, {\"value_label\": \"12\", \"support\": 38, \"support_share\": 0.008589511754068717, \"support_rank\": 9}, {\"value_label\": \"39\", \"support\": 20, \"support_share\": 0.0045207956600361665, \"support_rank\": 10}, {\"value_label\": \"5\", \"support\": 18, \"support_share\": 0.00406871609403255, \"support_rank\": 11}, {\"value_label\": \"11\", \"support\": 10, \"support_share\": 0.0022603978300180833, \"support_rank\": 12}, {\"value_label\": \"36\", \"support\": 8, \"support_share\": 0.0018083182640144665, \"support_rank\": 13}, {\"value_label\": \"40\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"support_rank\": 14}, {\"value_label\": \"9\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"support_rank\": 15}, {\"value_label\": \"14\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 16}, {\"value_label\": \"22\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 17}, {\"value_label\": \"30\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"support_rank\": 18}, {\"value_label\": \"29\", \"support\": 3, \"support_share\": 0.000678119349005425, \"support_rank\": 19}, {\"value_label\": \"10\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 20}, {\"value_label\": \"26\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 21}, {\"value_label\": \"35\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 22}, {\"value_label\": \"41\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 23}, {\"value_label\": \"43\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 24}, {\"value_label\": \"6\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"support_rank\": 25}, {\"value_label\": \"13\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 26}, {\"value_label\": \"18\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 27}, {\"value_label\": \"20\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 28}, {\"value_label\": \"25\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 29}, {\"value_label\": \"27\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 30}, {\"value_label\": \"31\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 31}, {\"value_label\": \"33\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 32}, {\"value_label\": \"42\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 33}, {\"value_label\": \"44\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"support_rank\": 34}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d033089e34dfcf7de4e8e69b1c4b5dbc90460c6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.153462+00:00", + "ended_at": "2026-05-19T16:30:30.156457+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9dd518f3be3db046", + "problem_id": "v2p_m5_b33c6a673ef9f250", + "dataset_id": "m5", + "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": "value_imbalance_profile", + "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=Father's qualification.", + "bindings": { + "group_col": "Father's qualification" + }, + "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=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/m5/sql/v2q_m5_9dd518f3be3db046.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/m5/artifacts/v2q_m5_9dd518f3be3db046/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9dd518f3be3db046/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/m5/artifacts/v2q_m5_9e87956d3e66bd22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9e87956d3e66bd22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba631a5f470e802879e4b84a98f774acf5a5833c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9e87956d3e66bd22/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:06.426216+00:00", + "ended_at": "2026-05-19T16:20:13.240096+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9e87956d3e66bd22", + "problem_id": "v2p_m5_c6abffed8164483c", + "dataset_id": "m5", + "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=Curricular units 1st sem (approved), measure_col=Previous qualification.", + "bindings": { + "group_col": "Curricular units 1st sem (approved)", + "measure_col": "Previous qualification", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_9e87956d3e66bd22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9e87956d3e66bd22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dae273f85edcb80a62328edc199982f93c689220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9e87956d3e66bd22/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:09.403518+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": 2974.84, "started_at": "2026-05-19T16:20:06.427895+00:00", "ended_at": "2026-05-19T16:20:09.402760+00:00", "prompt_metrics": {"chars": 21204, "bytes_utf8": 21204, "lines": 540, "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\":\"019e4109-918c-7802-85b9-4d9582af4beb\"}\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": "2026-05-19T16:20:13.239958+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": 2833.7, "started_at": "2026-05-19T16:20:10.405487+00:00", "ended_at": "2026-05-19T16:20:13.239236+00:00", "prompt_metrics": {"chars": 21204, "bytes_utf8": 21204, "lines": 540, "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-a134-7690-a8f3-12251c2e1dd7\"}\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/m5/artifacts/v2q_m5_9ee7d5a62400c529/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9ee7d5a62400c529/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c8dd5101589445ced92d6e6bd7e7f2fe0e98d36d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9ee7d5a62400c529/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:30.905580+00:00", + "ended_at": "2026-05-19T16:11:38.439119+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_9ee7d5a62400c529", + "problem_id": "v2p_m5_4c12be43dc22ebb3", + "dataset_id": "m5", + "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=GDP, measure_col=Course.", + "bindings": { + "group_col": "GDP", + "measure_col": "Course", + "item_col": "Curricular units 2nd sem (approved)", + "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": 9500.0, + "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", + "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=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m5/artifacts/v2q_m5_9ee7d5a62400c529/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9ee7d5a62400c529/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06da560be762dc434e544cb77b9cd3a37fe2d8a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9ee7d5a62400c529/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:34.289773+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": 3381.27, "started_at": "2026-05-19T16:11:30.907552+00:00", "ended_at": "2026-05-19T16:11:34.288843+00:00", "prompt_metrics": {"chars": 21371, "bytes_utf8": 21371, "lines": 542, "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-b3c6-7422-b9b8-922098706065\"}\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": "2026-05-19T16:11:38.439026+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": 3146.7, "started_at": "2026-05-19T16:11:35.291525+00:00", "ended_at": "2026-05-19T16:11:38.438261+00:00", "prompt_metrics": {"chars": 21371, "bytes_utf8": 21371, "lines": 542, "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-c4ff-7380-b07d-7d74febeea69\"}\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/m5/artifacts/v2q_m5_a0c1021cc5b841fe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a0c1021cc5b841fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f3c72980aa20ab244ef7b709a62751439a1c918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a0c1021cc5b841fe/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:13.642870+00:00", + "ended_at": "2026-05-19T16:28:20.870337+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a0c1021cc5b841fe", + "problem_id": "v2p_m5_27b98e366c78c8d2", + "dataset_id": "m5", + "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=Marital status, measure_col=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Marital status", + "measure_col": "Curricular units 2nd sem (enrolled)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a0c1021cc5b841fe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a0c1021cc5b841fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..205c1c4f922175a57f74624ca62b5bb30bf2ccc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a0c1021cc5b841fe/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:16.829274+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": 3182.68, "started_at": "2026-05-19T16:28:13.645449+00:00", "ended_at": "2026-05-19T16:28:16.828170+00:00", "prompt_metrics": {"chars": 21094, "bytes_utf8": 21094, "lines": 540, "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\":\"019e4111-012f-7361-a3ed-c6ce9d5b99a9\"}\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": "2026-05-19T16:28:20.870216+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": 3037.09, "started_at": "2026-05-19T16:28:17.831789+00:00", "ended_at": "2026-05-19T16:28:20.868942+00:00", "prompt_metrics": {"chars": 21094, "bytes_utf8": 21094, "lines": 540, "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\":\"019e4111-118e-7e83-ad26-c24f4e337fdd\"}\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/m5/artifacts/v2q_m5_a2730217bdd0fb3e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2730217bdd0fb3e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef3c526e681dd96c2b1c5e0cc8c345582412352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2730217bdd0fb3e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:19:03.914831+00:00", + "ended_at": "2026-05-19T16:19:12.630023+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a2730217bdd0fb3e", + "problem_id": "v2p_m5_e37ccd02db633905", + "dataset_id": "m5", + "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=Curricular units 1st sem (credited), measure_col=Application mode.", + "bindings": { + "group_col": "Curricular units 1st sem (credited)", + "measure_col": "Application mode", + "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": 39.0, + "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=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_a2730217bdd0fb3e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2730217bdd0fb3e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5843b937c2c3ebe8172dabc698e91621d51c852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2730217bdd0fb3e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:08.324666+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": 4407.12, "started_at": "2026-05-19T16:19:03.916726+00:00", "ended_at": "2026-05-19T16:19:08.323872+00:00", "prompt_metrics": {"chars": 21191, "bytes_utf8": 21191, "lines": 540, "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\":\"019e4108-9d53-7da1-94ed-95a479cb3609\"}\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": "2026-05-19T16:19:12.629918+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": 3303.06, "started_at": "2026-05-19T16:19:09.325981+00:00", "ended_at": "2026-05-19T16:19:12.629084+00:00", "prompt_metrics": {"chars": 21191, "bytes_utf8": 21191, "lines": 540, "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\":\"019e4108-b291-71e2-ae0a-f4593976669f\"}\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/m5/artifacts/v2q_m5_a2d46254ba04e1aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2d46254ba04e1aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a45efa955a66f4a6b2baaf2d2ae99e51e5e03bd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2d46254ba04e1aa/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:12.603328+00:00", + "ended_at": "2026-05-19T16:14:19.494542+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a2d46254ba04e1aa", + "problem_id": "v2p_m5_5f9ee3ec8af4a72e", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 1st sem (without evaluations).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (without evaluations)", + "predicate_col": "Tuition fees up to date", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 13.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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/m5/artifacts/v2q_m5_a2d46254ba04e1aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2d46254ba04e1aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e0a7295c24220f6e8e239dfc62bfcdc1885c247 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a2d46254ba04e1aa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:15.580615+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": 2974.4, "started_at": "2026-05-19T16:14:12.605144+00:00", "ended_at": "2026-05-19T16:14:15.579576+00:00", "prompt_metrics": {"chars": 21359, "bytes_utf8": 21359, "lines": 544, "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\":\"019e4104-2b8e-7680-8677-4517d250b1be\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:19.494454+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": 2911.04, "started_at": "2026-05-19T16:14:16.582590+00:00", "ended_at": "2026-05-19T16:14:19.493675+00:00", "prompt_metrics": {"chars": 21359, "bytes_utf8": 21359, "lines": 544, "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\":\"019e4104-3b11-7430-8de4-8ac439dfdbca\"}\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/m5/artifacts/v2q_m5_a3879512731ef028/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c2b6edbeca881f26af2b4aed1af8ecfccfe82ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:34.547968+00:00", + "ended_at": "2026-05-19T16:14:41.485202+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a3879512731ef028", + "problem_id": "v2p_m5_44833d274a2508a5", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (evaluations)", + "predicate_col": "Age at enrollment", + "predicate_op": ">=", + "predicate_value": 25.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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", + "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=9", + "sql_variant_index=1/1", + "binding_index=56" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "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/m5/artifacts/v2q_m5_a3879512731ef028/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f237c91fc630be7d64e9b900e5e48d4a89ae541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:37.327338+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": 2776.24, "started_at": "2026-05-19T16:14:34.550217+00:00", "ended_at": "2026-05-19T16:14:37.326490+00:00", "prompt_metrics": {"chars": 21339, "bytes_utf8": 21339, "lines": 544, "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\":\"019e4104-8141-7ee3-8a14-27de6844dccc\"}\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": "2026-05-19T16:14:41.485112+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": 3155.87, "started_at": "2026-05-19T16:14:38.328451+00:00", "ended_at": "2026-05-19T16:14:41.484351+00:00", "prompt_metrics": {"chars": 21339, "bytes_utf8": 21339, "lines": 544, "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\":\"019e4104-900b-7c61-bb1e-f74669541658\"}\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/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad29c8934e6f29c9c232b331872bc287a8285d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Nacionality": "1", "support": 4314, "avg_response": 18.65948076031525}, {"Nacionality": "41", "support": 38, "avg_response": 18.05263157894737}, {"Nacionality": "26", "support": 14, "avg_response": 15.142857142857142}, {"Nacionality": "6", "support": 13, "avg_response": 29.846153846153847}, {"Nacionality": "22", "support": 13, "avg_response": 19.384615384615383}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43da6fb3bd9e901ac9beaf15a69cd4baa227a503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/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: m5 +-- 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_m5_a40aee4e19d7fd5d +-- problem_id: v2p_m5_4a70e0ba1ee8b781 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Nacionality", + COUNT(*) AS support, + AVG("Application mode") AS avg_response +FROM "m5" +GROUP BY "Nacionality" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..597cf41e94db0b03387a1200a34d010aa0f6b619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/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: m5\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_m5_a40aee4e19d7fd5d\n-- problem_id: v2p_m5_4a70e0ba1ee8b781\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Nacionality\",\n COUNT(*) AS support,\n AVG(\"Application mode\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Nacionality\"\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: m5\\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_m5_a40aee4e19d7fd5d\\n-- problem_id: v2p_m5_4a70e0ba1ee8b781\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Nacionality\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Application mode\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Nacionality\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Nacionality\", \"support\", \"avg_response\"], \"rows\": [{\"Nacionality\": \"1\", \"support\": 4314, \"avg_response\": 18.65948076031525}, {\"Nacionality\": \"41\", \"support\": 38, \"avg_response\": 18.05263157894737}, {\"Nacionality\": \"26\", \"support\": 14, \"avg_response\": 15.142857142857142}, {\"Nacionality\": \"6\", \"support\": 13, \"avg_response\": 29.846153846153847}, {\"Nacionality\": \"22\", \"support\": 13, \"avg_response\": 19.384615384615383}, {\"Nacionality\": \"24\", \"support\": 5, \"avg_response\": 19.8}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5d5ebb2b9b7e73b1135a7a51f430335234307e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.188015+00:00", + "ended_at": "2026-05-19T16:30:30.190809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a40aee4e19d7fd5d", + "problem_id": "v2p_m5_4a70e0ba1ee8b781", + "dataset_id": "m5", + "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=Application mode, key_col=Nacionality.", + "bindings": { + "key_col": "Nacionality", + "measure_col": "Application mode", + "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=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "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/m5/sql/v2q_m5_a40aee4e19d7fd5d.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/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a40aee4e19d7fd5d/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/m5/artifacts/v2q_m5_a4e95a8c2cc383c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a4e95a8c2cc383c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4fc17a28c2007d2c24c17251023b5368c479499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a4e95a8c2cc383c3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:19:12.630391+00:00", + "ended_at": "2026-05-19T16:19:24.356014+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a4e95a8c2cc383c3", + "problem_id": "v2p_m5_64b6bc813da61a9b", + "dataset_id": "m5", + "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=Curricular units 1st sem (credited), measure_col=Application mode.", + "bindings": { + "group_col": "Curricular units 1st sem (credited)", + "measure_col": "Application mode", + "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": 18.0, + "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=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_a4e95a8c2cc383c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a4e95a8c2cc383c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f866b908641150af21d082b954bb52ff9803adc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a4e95a8c2cc383c3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:16.789868+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": 4156.49, "started_at": "2026-05-19T16:19:12.632571+00:00", "ended_at": "2026-05-19T16:19:16.789099+00:00", "prompt_metrics": {"chars": 21195, "bytes_utf8": 21195, "lines": 540, "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\":\"019e4108-bf94-7f00-a5de-24b602c523cd\"}\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": "2026-05-19T16:19:24.355918+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": 6564.26, "started_at": "2026-05-19T16:19:17.790912+00:00", "ended_at": "2026-05-19T16:19:24.355207+00:00", "prompt_metrics": {"chars": 21195, "bytes_utf8": 21195, "lines": 540, "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\":\"019e4108-d3b1-7802-bdf9-abd0da476635\"}\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/m5/artifacts/v2q_m5_a6d5969e25bacafd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ceef8bae84dc2f60c0ff3b4eb21e55de16df183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/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=Course, measure_col=Course. +Result preview: [{"Course": "9500", "total_measure": 7277000.0}, {"Course": "9147", "total_measure": 3475860.0}, {"Course": "9238", "total_measure": 3279490.0}, {"Course": "9773", "total_measure": 3234863.0}, {"Course": "9085", "total_measure": 3061645.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80cd462aab0cecc9f50122f4b7dec7122413622d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/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: m5 +-- 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_m5_a6d5969e25bacafd +-- problem_id: v2p_m5_62e54684cb581fab +-- realization_mode: agent +-- source_kind: agent +SELECT "Course", SUM(CAST("Course" AS REAL)) AS total_measure +FROM "m5" +GROUP BY "Course" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48a86eeb00daacb0cb70b72c53f168e110c92a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Course\", SUM(CAST(\"Course\" AS REAL)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Course\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Course\\\", SUM(CAST(\\\"Course\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Course\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Course\", \"total_measure\"], \"rows\": [{\"Course\": \"9500\", \"total_measure\": 7277000.0}, {\"Course\": \"9147\", \"total_measure\": 3475860.0}, {\"Course\": \"9238\", \"total_measure\": 3279490.0}, {\"Course\": \"9773\", \"total_measure\": 3234863.0}, {\"Course\": \"9085\", \"total_measure\": 3061645.0}, {\"Course\": \"9991\", \"total_measure\": 2677588.0}, {\"Course\": \"9670\", \"total_measure\": 2591560.0}, {\"Course\": \"9254\", \"total_measure\": 2332008.0}, {\"Course\": \"9070\", \"total_measure\": 2049820.0}, {\"Course\": \"9853\", \"total_measure\": 1891776.0}, {\"Course\": \"9003\", \"total_measure\": 1890630.0}, {\"Course\": \"8014\", \"total_measure\": 1723010.0}, {\"Course\": \"9119\", \"total_measure\": 1550230.0}, {\"Course\": \"9130\", \"total_measure\": 1287330.0}, {\"Course\": \"9556\", \"total_measure\": 821816.0}, {\"Course\": \"171\", \"total_measure\": 36765.0}, {\"Course\": \"33\", \"total_measure\": 396.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa9ac7f5ea52d381b84d30f38cb8371028c36de1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:06:47.935526+00:00", + "ended_at": "2026-05-19T16:07:02.479892+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a6d5969e25bacafd", + "problem_id": "v2p_m5_62e54684cb581fab", + "dataset_id": "m5", + "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=Course, measure_col=Course.", + "bindings": { + "group_col": "Course", + "measure_col": "Course", + "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": 9556.0, + "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=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/m5/sql/v2q_m5_a6d5969e25bacafd.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_a6d5969e25bacafd", + "api_calls": 0, + "input_tokens": 17846, + "cached_input_tokens": 12032, + "output_tokens": 420, + "total_tokens": 18266, + "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": 13533.68, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/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/m5/artifacts/v2q_m5_a6d5969e25bacafd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaa79cbdda3e978f7aa68360032526e3599def0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:51.304467+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": 3365.42, "started_at": "2026-05-19T16:06:47.938230+00:00", "ended_at": "2026-05-19T16:06:51.303673+00:00", "prompt_metrics": {"chars": 20937, "bytes_utf8": 20937, "lines": 540, "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-6298-75f3-a30e-3f5e9bbe1f85\"}\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": "2026-05-19T16:07:02.475567+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 10168.26, "started_at": "2026-05-19T16:06:52.306234+00:00", "ended_at": "2026-05-19T16:07:02.474535+00:00", "prompt_metrics": {"chars": 20937, "bytes_utf8": 20937, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17846, "cached_input_tokens": 12032, "output_tokens": 420, "reasoning_output_tokens": 329}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Course\\\", SUM(CAST(\\\"Course\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Course\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the required grouped numeric sum template with \\\"Course\\\" as both the group and measure column; CAST ensures SQLite sums the TEXT-stored course codes numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcb1306692f51aa1528db6f96943cd3dd9c19b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_a6d5969e25bacafd", + "api_calls": 0, + "input_tokens": 17846, + "cached_input_tokens": 12032, + "output_tokens": 420, + "total_tokens": 18266, + "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": 13533.68, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6d5969e25bacafd/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/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7940b185b885e7f6ed62893e8d91bf0237cd01e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:10.330544+00:00", + "ended_at": "2026-05-19T16:13:17.402017+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a6ff9f8b61de3b8c", + "problem_id": "v2p_m5_14bce25bc5b6b68e", + "dataset_id": "m5", + "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=Mother's occupation, condition_col=International.", + "bindings": { + "group_col": "Mother's occupation", + "condition_col": "International", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1891a54bbc106904d48d985f32b1de4b8fc7d40b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:13.246273+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": 2912.03, "started_at": "2026-05-19T16:13:10.332692+00:00", "ended_at": "2026-05-19T16:13:13.244753+00:00", "prompt_metrics": {"chars": 21781, "bytes_utf8": 21781, "lines": 543, "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\":\"019e4103-384a-7302-a8da-548fff2f0bdf\"}\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": "2026-05-19T16:13:17.401919+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": 3153.62, "started_at": "2026-05-19T16:13:14.247501+00:00", "ended_at": "2026-05-19T16:13:17.401150+00:00", "prompt_metrics": {"chars": 21781, "bytes_utf8": 21781, "lines": 543, "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\":\"019e4103-4799-7512-8f16-44f12c13fe40\"}\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/m5/artifacts/v2q_m5_a7e0ea5e133e52e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a7e0ea5e133e52e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a28682ae638d35f28c3852e1f2d550d05ee685f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a7e0ea5e133e52e1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:20:40.763872+00:00", + "ended_at": "2026-05-19T16:20:49.784951+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a7e0ea5e133e52e1", + "problem_id": "v2p_m5_4be53af635d8a6f5", + "dataset_id": "m5", + "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=Curricular units 2nd sem (credited), measure_col=Nacionality.", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "measure_col": "Nacionality", + "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": 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=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_a7e0ea5e133e52e1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a7e0ea5e133e52e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e93f3df583c195445485a3acbb704a4eb4308742 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a7e0ea5e133e52e1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:44.089697+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": 3323.12, "started_at": "2026-05-19T16:20:40.765833+00:00", "ended_at": "2026-05-19T16:20:44.088982+00:00", "prompt_metrics": {"chars": 21182, "bytes_utf8": 21182, "lines": 540, "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\":\"019e410a-17e0-7551-a27a-4f48d01e7e4a\"}\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": "2026-05-19T16:20:49.784868+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": 4693.52, "started_at": "2026-05-19T16:20:45.090657+00:00", "ended_at": "2026-05-19T16:20:49.784200+00:00", "prompt_metrics": {"chars": 21182, "bytes_utf8": 21182, "lines": 540, "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\":\"019e410a-289d-72a0-9aaa-c2637c86565e\"}\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/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d8cf66cc43f73ce7a5c001d9ed5dbb074ce857a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:33.792891+00:00", + "ended_at": "2026-05-19T16:27:42.737181+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_a9b73c2c8729f6cd", + "problem_id": "v2p_m5_4e367970eddc37a2", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..183ceeb3fe517696c371121132c8fb4d236b0edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:38.422230+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": 4625.81, "started_at": "2026-05-19T16:27:33.795355+00:00", "ended_at": "2026-05-19T16:27:38.421203+00:00", "prompt_metrics": {"chars": 20986, "bytes_utf8": 20986, "lines": 538, "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\":\"019e4110-65a4-7b30-b42d-f4d3daa9b8db\"}\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": "2026-05-19T16:27:42.736982+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": 3311.39, "started_at": "2026-05-19T16:27:39.424166+00:00", "ended_at": "2026-05-19T16:27:42.735621+00:00", "prompt_metrics": {"chars": 20986, "bytes_utf8": 20986, "lines": 538, "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\":\"019e4110-7bb8-72d1-a7c8-1f6b74a3b198\"}\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/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ba0740c2319fcb8f5bd1d8e41edff0f936113aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:08.986562+00:00", + "ended_at": "2026-05-19T16:12:12.244964+00:00", + "elapsed_ms": 3258.38, + "returncode": 1, + "prompt_metrics": { + "chars": 21378, + "bytes_utf8": 21378, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba297a06fb287618d8c7c1a5bedf9fac7dc248e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:13.247054+00:00", + "ended_at": "2026-05-19T16:12:17.102495+00:00", + "elapsed_ms": 3855.4, + "returncode": 1, + "prompt_metrics": { + "chars": 21378, + "bytes_utf8": 21378, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf33d65294417a86366da0d2ef5dd87391e5d7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Application mode, measure_col=Nacionality.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Application mode", + "measure_col": "Nacionality", + "item_col": "Nacionality", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf33d65294417a86366da0d2ef5dd87391e5d7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Application mode, measure_col=Nacionality.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Application mode", + "measure_col": "Nacionality", + "item_col": "Nacionality", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb1f9ab9ae483923062a497b0f84e8f1717c201a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-48a2-7b90-bc54-d316c747f5e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a9674caa9a742d88345a25003634cc709adbd1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-48a2-7b90-bc54-d316c747f5e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..460f1bcf316e7c7570925aad5bb76b7ff4db4f1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5937-7c02-8884-5f4284d9749b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..99a63a44b2866945ca15dc5a3811fc6047563fdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5937-7c02-8884-5f4284d9749b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfa9a84ad4cf7d3f28a97ae14f3d50c13ad563a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:08.984808+00:00", + "ended_at": "2026-05-19T16:12:17.103872+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_abf4435acb0ddcec", + "problem_id": "v2p_m5_70c019fbf5aae5f0", + "dataset_id": "m5", + "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=Application mode, measure_col=Nacionality.", + "bindings": { + "group_col": "Application mode", + "measure_col": "Nacionality", + "item_col": "Nacionality", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "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", + "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=11", + "sql_variant_index=1/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "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/m5/artifacts/v2q_m5_abf4435acb0ddcec/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e85c45c1bfc43c9e1b11aeab8741ee450d8ce819 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_abf4435acb0ddcec/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:12.245940+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": 3258.38, "started_at": "2026-05-19T16:12:08.986562+00:00", "ended_at": "2026-05-19T16:12:12.244964+00:00", "prompt_metrics": {"chars": 21378, "bytes_utf8": 21378, "lines": 542, "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\":\"019e4102-48a2-7b90-bc54-d316c747f5e6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:17.103727+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": 3855.4, "started_at": "2026-05-19T16:12:13.247054+00:00", "ended_at": "2026-05-19T16:12:17.102495+00:00", "prompt_metrics": {"chars": 21378, "bytes_utf8": 21378, "lines": 542, "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\":\"019e4102-5937-7c02-8884-5f4284d9749b\"}\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/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..354f4613b2dcc09784eb94754bdbe57a6f8702f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:55.212158+00:00", + "ended_at": "2026-05-19T16:17:59.370636+00:00", + "elapsed_ms": 4158.43, + "returncode": 1, + "prompt_metrics": { + "chars": 21548, + "bytes_utf8": 21548, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7147f143c4432ad12427e5100e167f43c551a57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:00.374721+00:00", + "ended_at": "2026-05-19T16:18:03.521682+00:00", + "elapsed_ms": 3146.91, + "returncode": 1, + "prompt_metrics": { + "chars": 21548, + "bytes_utf8": 21548, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be39562ed33c48a88fac7272c44363c102769d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Debtor, measure_col=Curricular units 2nd sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Debtor", + "measure_col": "Curricular units 2nd sem (grade)", + "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": 13.333333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be39562ed33c48a88fac7272c44363c102769d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Debtor, measure_col=Curricular units 2nd sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Debtor", + "measure_col": "Curricular units 2nd sem (grade)", + "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": 13.333333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..969ed644d0837bfecd13aa2a5d2f9439b92ede9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9170-7430-b5b3-f0b95ead2902"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e77cf39ee1a3d91fbb2bd3c4b79589d0a4ac667b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9170-7430-b5b3-f0b95ead2902"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ff1b72ff842e38c26642d4fdd3321b3d87f30a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a5a4-72e3-b5c5-b7c1aa589327"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60fee5bae0da922ed995390a5291ab032c0ebfe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a5a4-72e3-b5c5-b7c1aa589327"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00e6f028d4fcc3ff79eb713762768777e5b6aed9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:17:55.208704+00:00", + "ended_at": "2026-05-19T16:18:03.522805+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_acc5cc614ab07544", + "problem_id": "v2p_m5_73c8c7a2cc92c5e2", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Debtor, measure_col=Curricular units 2nd sem (grade).", + "bindings": { + "group_col": "Debtor", + "measure_col": "Curricular units 2nd sem (grade)", + "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": 13.333333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_acc5cc614ab07544/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14128283555251879301ec586823144f6db1625e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_acc5cc614ab07544/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:59.372618+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": 4158.43, "started_at": "2026-05-19T16:17:55.212158+00:00", "ended_at": "2026-05-19T16:17:59.370636+00:00", "prompt_metrics": {"chars": 21548, "bytes_utf8": 21548, "lines": 540, "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\":\"019e4107-9170-7430-b5b3-f0b95ead2902\"}\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": "2026-05-19T16:18:03.522699+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": 3146.91, "started_at": "2026-05-19T16:18:00.374721+00:00", "ended_at": "2026-05-19T16:18:03.521682+00:00", "prompt_metrics": {"chars": 21548, "bytes_utf8": 21548, "lines": 540, "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-a5a4-72e3-b5c5-b7c1aa589327\"}\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/m5/artifacts/v2q_m5_b013e0d84150f119/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f04aac26bdc4e3c2487415674e535a9c29a0dbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:53.864639+00:00", + "ended_at": "2026-05-19T16:12:00.834758+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_b013e0d84150f119", + "problem_id": "v2p_m5_948f8d510988bfad", + "dataset_id": "m5", + "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=Marital status, measure_col=Previous qualification (grade).", + "bindings": { + "group_col": "Marital status", + "measure_col": "Previous qualification (grade)", + "item_col": "Previous qualification (grade)", + "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": 140.0, + "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", + "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=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "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/m5/artifacts/v2q_m5_b013e0d84150f119/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd0361d2024072e25c2ba05571f8b5f261eb3b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:56.650016+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": 2782.47, "started_at": "2026-05-19T16:11:53.866426+00:00", "ended_at": "2026-05-19T16:11:56.648926+00:00", "prompt_metrics": {"chars": 21428, "bytes_utf8": 21428, "lines": 542, "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\":\"019e4102-0d80-7040-ad8d-bfd7362cab3a\"}\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": "2026-05-19T16:12:00.834671+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": 3181.69, "started_at": "2026-05-19T16:11:57.652162+00:00", "ended_at": "2026-05-19T16:12:00.833897+00:00", "prompt_metrics": {"chars": 21428, "bytes_utf8": 21428, "lines": 542, "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\":\"019e4102-1c4f-7f20-b9cb-ff8d5d5cc199\"}\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/m5/artifacts/v2q_m5_b528c591e4a27ac8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b528c591e4a27ac8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8af193d4d2ac0c75216a8ef6aa0db722dfd132b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b528c591e4a27ac8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:06:03.483892+00:00", + "ended_at": "2026-05-19T16:06:11.268949+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_b528c591e4a27ac8", + "problem_id": "v2p_m5_d1dcc8977c607a84", + "dataset_id": "m5", + "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_rank_order", + "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=Marital status, measure_col=Marital status.", + "bindings": { + "group_col": "Marital status", + "measure_col": "Marital status", + "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 + }, + "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=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b528c591e4a27ac8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b528c591e4a27ac8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c9bb46dcdbe07662c95b72208eaf9db82de0ef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b528c591e4a27ac8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:07.218580+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": 3731.38, "started_at": "2026-05-19T16:06:03.486338+00:00", "ended_at": "2026-05-19T16:06:07.217750+00:00", "prompt_metrics": {"chars": 20968, "bytes_utf8": 20968, "lines": 540, "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\":\"019e40fc-b4d9-7a92-9f41-90044310c773\"}\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": "2026-05-19T16:06:11.268850+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": 3047.51, "started_at": "2026-05-19T16:06:08.220483+00:00", "ended_at": "2026-05-19T16:06:11.268043+00:00", "prompt_metrics": {"chars": 20968, "bytes_utf8": 20968, "lines": 540, "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\":\"019e40fc-c775-7102-bac3-e32a005b1f60\"}\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/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f0ef3e9dc0664d419eac44a7ad069868a879b6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:05.995836+00:00", + "ended_at": "2026-05-19T16:30:09.595905+00:00", + "elapsed_ms": 3600.03, + "returncode": 1, + "prompt_metrics": { + "chars": 21048, + "bytes_utf8": 21048, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed0d8fe6a34eb1969390fbd84470c5b77dca3cc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:10.598527+00:00", + "ended_at": "2026-05-19T16:30:14.156472+00:00", + "elapsed_ms": 3557.9, + "returncode": 1, + "prompt_metrics": { + "chars": 21048, + "bytes_utf8": 21048, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7e71b2005f5386001af9003c6b8c1a6561c513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Mother's qualification, measure_col=GDP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "GDP", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.74, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7e71b2005f5386001af9003c6b8c1a6561c513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Mother's qualification, measure_col=GDP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "GDP", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.74, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..245d062f5657cdae5d30cb955a0737bf9847ebaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-b837-7453-9e56-c46a4ad02f60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..825ed7feab1f8c2cbbf001204708261ad58e3d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-b837-7453-9e56-c46a4ad02f60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..476c096392f3c99f764f7981932f434d29887530 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ca55-7ac3-a418-a107a3eac49d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..542ae493f03630cca9282d6fa168c976116bd147 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ca55-7ac3-a418-a107a3eac49d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..145b793d2383834c2782ec5bebc28b839bbe0b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:05.993160+00:00", + "ended_at": "2026-05-19T16:30:14.157579+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_b64a2cb1762b3011", + "problem_id": "v2p_m5_df33eda658bab1be", + "dataset_id": "m5", + "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=Mother's qualification, measure_col=GDP.", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "GDP", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.74, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m5/artifacts/v2q_m5_b64a2cb1762b3011/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58cf6780a180c97827b06dad5e709c9a1d603845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b64a2cb1762b3011/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:09.597015+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": 3600.03, "started_at": "2026-05-19T16:30:05.995836+00:00", "ended_at": "2026-05-19T16:30:09.595905+00:00", "prompt_metrics": {"chars": 21048, "bytes_utf8": 21048, "lines": 540, "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\":\"019e4112-b837-7453-9e56-c46a4ad02f60\"}\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": "2026-05-19T16:30:14.157471+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": 3557.9, "started_at": "2026-05-19T16:30:10.598527+00:00", "ended_at": "2026-05-19T16:30:14.156472+00:00", "prompt_metrics": {"chars": 21048, "bytes_utf8": 21048, "lines": 540, "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\":\"019e4112-ca55-7ac3-a418-a107a3eac49d\"}\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/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b9751c2a822f40dd6d158fca0b5f5b769012cd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3847, "support_share": 0.8695750452079566, "cumulative_support": 3847}, {"value_label": "2", "support": 94, "support_share": 0.021247739602169982, "cumulative_support": 3941}, {"value_label": "1", "support": 85, "support_share": 0.019213381555153706, "cumulative_support": 4026}, {"value_label": "3", "support": 69, "support_share": 0.015596745027124773, "cumulative_support": 4095}, {"value_label": "6", "support": 51, "support_share": 0.011528028933092224, "cumulative_support": 4146}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc8a883e759fcdfda1a834515f6bd5a258143a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_b8fdeaaddf6c2733 +-- problem_id: v2p_m5_3e18c7b5448b700a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 1st sem (credited)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 1st sem (credited)" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92aa167aef0ecf08f5082a75489c696d6d334c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_b8fdeaaddf6c2733\n-- problem_id: v2p_m5_3e18c7b5448b700a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Curricular units 1st sem (credited)\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Curricular units 1st sem (credited)\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_b8fdeaaddf6c2733\\n-- problem_id: v2p_m5_3e18c7b5448b700a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Curricular units 1st sem (credited)\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Curricular units 1st sem (credited)\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 3847, \"support_share\": 0.8695750452079566, \"cumulative_support\": 3847}, {\"value_label\": \"2\", \"support\": 94, \"support_share\": 0.021247739602169982, \"cumulative_support\": 3941}, {\"value_label\": \"1\", \"support\": 85, \"support_share\": 0.019213381555153706, \"cumulative_support\": 4026}, {\"value_label\": \"3\", \"support\": 69, \"support_share\": 0.015596745027124773, \"cumulative_support\": 4095}, {\"value_label\": \"6\", \"support\": 51, \"support_share\": 0.011528028933092224, \"cumulative_support\": 4146}, {\"value_label\": \"4\", \"support\": 47, \"support_share\": 0.010623869801084991, \"cumulative_support\": 4193}, {\"value_label\": \"5\", \"support\": 41, \"support_share\": 0.009267631103074141, \"cumulative_support\": 4234}, {\"value_label\": \"7\", \"support\": 41, \"support_share\": 0.009267631103074141, \"cumulative_support\": 4275}, {\"value_label\": \"8\", \"support\": 31, \"support_share\": 0.007007233273056058, \"cumulative_support\": 4306}, {\"value_label\": \"9\", \"support\": 27, \"support_share\": 0.0061030741410488245, \"cumulative_support\": 4333}, {\"value_label\": \"11\", \"support\": 17, \"support_share\": 0.0038426763110307413, \"cumulative_support\": 4350}, {\"value_label\": \"10\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"cumulative_support\": 4365}, {\"value_label\": \"14\", \"support\": 15, \"support_share\": 0.0033905967450271247, \"cumulative_support\": 4380}, {\"value_label\": \"13\", \"support\": 13, \"support_share\": 0.002938517179023508, \"cumulative_support\": 4393}, {\"value_label\": \"12\", \"support\": 12, \"support_share\": 0.0027124773960217, \"cumulative_support\": 4405}, {\"value_label\": \"15\", \"support\": 5, \"support_share\": 0.0011301989150090416, \"cumulative_support\": 4410}, {\"value_label\": \"18\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4414}, {\"value_label\": \"16\", \"support\": 3, \"support_share\": 0.000678119349005425, \"cumulative_support\": 4417}, {\"value_label\": \"17\", \"support\": 3, \"support_share\": 0.000678119349005425, \"cumulative_support\": 4420}, {\"value_label\": \"19\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4422}, {\"value_label\": \"20\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4424}], \"row_count_returned\": 21, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b20748242b279efd2233e62ab2a95b31104dd8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.127015+00:00", + "ended_at": "2026-05-19T16:30:30.129822+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_b8fdeaaddf6c2733", + "problem_id": "v2p_m5_3e18c7b5448b700a", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (credited).", + "bindings": { + "group_col": "Curricular units 1st sem (credited)" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "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/m5/sql/v2q_m5_b8fdeaaddf6c2733.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/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b8fdeaaddf6c2733/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/m5/artifacts/v2q_m5_ba1284219ff6b25c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a02f83be571f7dd18f140f8f02d6b79d356f01f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:23:12.167207+00:00", + "ended_at": "2026-05-19T16:23:24.596257+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_ba1284219ff6b25c", + "problem_id": "v2p_m5_c0b95c64f3dd7d14", + "dataset_id": "m5", + "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=Application mode, condition_col=Application order.", + "bindings": { + "group_col": "Application mode", + "condition_col": "Application order", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_ba1284219ff6b25c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0b4b0ed9d89336e8ab36696cb95e2a75cec97e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:19.577294+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": 7405.53, "started_at": "2026-05-19T16:23:12.170522+00:00", "ended_at": "2026-05-19T16:23:19.576110+00:00", "prompt_metrics": {"chars": 21227, "bytes_utf8": 21227, "lines": 543, "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\":\"019e410c-678f-7523-ae24-03a1c5939a2b\"}\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": "2026-05-19T16:23:24.596146+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": 4014.64, "started_at": "2026-05-19T16:23:20.580231+00:00", "ended_at": "2026-05-19T16:23:24.594942+00:00", "prompt_metrics": {"chars": 21227, "bytes_utf8": 21227, "lines": 543, "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\":\"019e410c-8862-7b73-bf21-5cb1e5df46d2\"}\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/m5/artifacts/v2q_m5_ba1821cfc5d7f222/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1821cfc5d7f222/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2aa05483a8f39021ad3b231efaf6c466fb262845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1821cfc5d7f222/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:03.044649+00:00", + "ended_at": "2026-05-19T16:15:11.051542+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_ba1821cfc5d7f222", + "problem_id": "v2p_m5_c87f0ed8a4b430c6", + "dataset_id": "m5", + "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=Mother's qualification.", + "bindings": { + "measure_col": "Mother's qualification", + "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": 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 + }, + "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=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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/m5/artifacts/v2q_m5_ba1821cfc5d7f222/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1821cfc5d7f222/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa8e2509d47f74e6fd457dabb23f7051174618cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1821cfc5d7f222/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:06.403920+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": 3356.43, "started_at": "2026-05-19T16:15:03.046487+00:00", "ended_at": "2026-05-19T16:15:06.402938+00:00", "prompt_metrics": {"chars": 21142, "bytes_utf8": 21142, "lines": 538, "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-f09f-7910-912b-7a0951400bc4\"}\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": "2026-05-19T16:15:11.051449+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": 3643.63, "started_at": "2026-05-19T16:15:07.406981+00:00", "ended_at": "2026-05-19T16:15:11.050665+00:00", "prompt_metrics": {"chars": 21142, "bytes_utf8": 21142, "lines": 538, "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\":\"019e4105-01c3-7403-baeb-89a563d3c34e\"}\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/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e94acc7da80043f5c2071efa5139b0f6782e14c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:25.327177+00:00", + "ended_at": "2026-05-19T16:25:29.018729+00:00", + "elapsed_ms": 3691.5, + "returncode": 1, + "prompt_metrics": { + "chars": 20896, + "bytes_utf8": 20896, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22d6f346da49f9514bfa9e1d11231461dd2360f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:30.022337+00:00", + "ended_at": "2026-05-19T16:25:33.286568+00:00", + "elapsed_ms": 3264.17, + "returncode": 1, + "prompt_metrics": { + "chars": 20896, + "bytes_utf8": 20896, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c7af324d2a668251d272cdf2eaf152d7f5789ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Application mode.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Application mode", + "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": 39.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c7af324d2a668251d272cdf2eaf152d7f5789ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Application mode.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Application mode", + "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": 39.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5eaab0244b09f7b6395556874b9b68644f6820f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6fbc-7070-a96a-0cf054d641b5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eecdb59404715ae0f8c2d2017a1e6e9f72cd7243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6fbc-7070-a96a-0cf054d641b5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e6fcd849cd16347fe1e4ff38eda1cfe317a30c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-821e-7ab1-afb3-21efc726e9db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9767e13ba430085424b0ebe07cab3a5547f2488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-821e-7ab1-afb3-21efc726e9db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3d7fae051247997282b34100e4d6b0db582ec7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:25.324764+00:00", + "ended_at": "2026-05-19T16:25:33.287966+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_bb1264b822c752c4", + "problem_id": "v2p_m5_859736e831d9f359", + "dataset_id": "m5", + "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=Application mode.", + "bindings": { + "measure_col": "Application mode", + "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": 39.0, + "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": [ + "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=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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/m5/artifacts/v2q_m5_bb1264b822c752c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85ecd5cfd414270bcd52d512c21c02a964bd0ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1264b822c752c4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:29.020130+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": 3691.5, "started_at": "2026-05-19T16:25:25.327177+00:00", "ended_at": "2026-05-19T16:25:29.018729+00:00", "prompt_metrics": {"chars": 20896, "bytes_utf8": 20896, "lines": 538, "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-6fbc-7070-a96a-0cf054d641b5\"}\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": "2026-05-19T16:25:33.287843+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": 3264.17, "started_at": "2026-05-19T16:25:30.022337+00:00", "ended_at": "2026-05-19T16:25:33.286568+00:00", "prompt_metrics": {"chars": 20896, "bytes_utf8": 20896, "lines": 538, "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-821e-7ab1-afb3-21efc726e9db\"}\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/m5/artifacts/v2q_m5_bb1b3faaf8e3bf93/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1b3faaf8e3bf93/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21c1af023b628f474a1f63e1ea58bb9f3906390f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1b3faaf8e3bf93/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:58.193243+00:00", + "ended_at": "2026-05-19T16:09:05.538416+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_bb1b3faaf8e3bf93", + "problem_id": "v2p_m5_a62c0fe7507cf88e", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Tuition fees up to date.", + "bindings": { + "group_col": "Tuition fees up to date", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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/m5/artifacts/v2q_m5_bb1b3faaf8e3bf93/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1b3faaf8e3bf93/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75b2b1f90b052d2dc9b4da22002ed46a7aa7ef37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bb1b3faaf8e3bf93/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:01.332061+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": 3136.33, "started_at": "2026-05-19T16:08:58.195005+00:00", "ended_at": "2026-05-19T16:09:01.331357+00:00", "prompt_metrics": {"chars": 20883, "bytes_utf8": 20883, "lines": 538, "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\":\"019e40ff-5f6d-7332-8edd-54f883507e7f\"}\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": "2026-05-19T16:09:05.538311+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": 3203.52, "started_at": "2026-05-19T16:09:02.333843+00:00", "ended_at": "2026-05-19T16:09:05.537401+00:00", "prompt_metrics": {"chars": 20883, "bytes_utf8": 20883, "lines": 538, "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\":\"019e40ff-6f82-7222-8279-8c0db67d44d1\"}\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/m5/artifacts/v2q_m5_bc3b4086bb1399c4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99fe5b039964675da3de96c008f78d8224342eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3921, "support_share": 0.8863019891500904, "cumulative_support": 3921}, {"value_label": "1", "support": 503, "support_share": 0.11369801084990959, "cumulative_support": 4424}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2727e6d3cf56e5e5359d9f05bfa57bedde722965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_bc3b4086bb1399c4 +-- problem_id: v2p_m5_cec71db70c7df3ba +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Debtor" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Debtor" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2bde11c5d1e8842ce8e24ef6118f00506bd3655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_bc3b4086bb1399c4\n-- problem_id: v2p_m5_cec71db70c7df3ba\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Debtor\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Debtor\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_bc3b4086bb1399c4\\n-- problem_id: v2p_m5_cec71db70c7df3ba\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Debtor\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Debtor\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 3921, \"support_share\": 0.8863019891500904, \"cumulative_support\": 3921}, {\"value_label\": \"1\", \"support\": 503, \"support_share\": 0.11369801084990959, \"cumulative_support\": 4424}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e559958ef9aa729bbe69ea3d71fa46c37daf5db3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.120976+00:00", + "ended_at": "2026-05-19T16:30:30.123482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_bc3b4086bb1399c4", + "problem_id": "v2p_m5_cec71db70c7df3ba", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Debtor.", + "bindings": { + "group_col": "Debtor" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "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/m5/sql/v2q_m5_bc3b4086bb1399c4.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/m5/artifacts/v2q_m5_bc3b4086bb1399c4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bc3b4086bb1399c4/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/m5/artifacts/v2q_m5_bde2fbf26f0b65d7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bde2fbf26f0b65d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68874b1c44d803518ca26acd554bb9af161caa3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bde2fbf26f0b65d7/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:21:55.356618+00:00", + "ended_at": "2026-05-19T16:22:04.099245+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_bde2fbf26f0b65d7", + "problem_id": "v2p_m5_da10765b4451f9dc", + "dataset_id": "m5", + "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=Inflation rate, condition_col=Scholarship holder.", + "bindings": { + "group_col": "Inflation rate", + "condition_col": "Scholarship holder", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_bde2fbf26f0b65d7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bde2fbf26f0b65d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96ab072077ddb1c3ce78159104e8de81fd8d9466 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bde2fbf26f0b65d7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:59.046189+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": 3686.5, "started_at": "2026-05-19T16:21:55.358377+00:00", "ended_at": "2026-05-19T16:21:59.044907+00:00", "prompt_metrics": {"chars": 21226, "bytes_utf8": 21226, "lines": 543, "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-3b26-7b52-a05f-17c9b9d01197\"}\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": "2026-05-19T16:22:04.099156+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": 4050.81, "started_at": "2026-05-19T16:22:00.047444+00:00", "ended_at": "2026-05-19T16:22:04.098290+00:00", "prompt_metrics": {"chars": 21226, "bytes_utf8": 21226, "lines": 543, "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-4d90-7313-ab51-12f5b56176d8\"}\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/m5/artifacts/v2q_m5_bdebb93f304163cf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cc7d67e0e683fba9504ce526c3fabf5fafcd248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:06:40.394297+00:00", + "ended_at": "2026-05-19T16:06:47.935048+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_bdebb93f304163cf", + "problem_id": "v2p_m5_12d5f2f109db59c3", + "dataset_id": "m5", + "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=Application order, measure_col=Application order.", + "bindings": { + "group_col": "Application order", + "measure_col": "Application order", + "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": 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=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_bdebb93f304163cf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d40dae4ce4a4a0b191f8a88c3c1fd6fba3b21db1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:43.480637+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": 3083.59, "started_at": "2026-05-19T16:06:40.396286+00:00", "ended_at": "2026-05-19T16:06:43.479899+00:00", "prompt_metrics": {"chars": 20980, "bytes_utf8": 20980, "lines": 540, "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-4524-7b62-b441-c8eada2f7fe5\"}\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": "2026-05-19T16:06:47.934931+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": 3451.99, "started_at": "2026-05-19T16:06:44.481954+00:00", "ended_at": "2026-05-19T16:06:47.933979+00:00", "prompt_metrics": {"chars": 20980, "bytes_utf8": 20980, "lines": 540, "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-550a-7540-be28-3f69233d3246\"}\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/m5/artifacts/v2q_m5_bf5fef801aab5d21/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bf5fef801aab5d21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b61ced996207cb26f59fcc26d48c6e776de487d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bf5fef801aab5d21/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:08.126546+00:00", + "ended_at": "2026-05-19T16:25:16.474662+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_bf5fef801aab5d21", + "problem_id": "v2p_m5_b9917bee4fe01c80", + "dataset_id": "m5", + "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=GDP.", + "bindings": { + "measure_col": "GDP", + "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": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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/m5/artifacts/v2q_m5_bf5fef801aab5d21/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bf5fef801aab5d21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2aada3f214e84dc4169cb663527e2af2ce576b03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bf5fef801aab5d21/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:11.636548+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": 3505.89, "started_at": "2026-05-19T16:25:08.129578+00:00", "ended_at": "2026-05-19T16:25:11.635519+00:00", "prompt_metrics": {"chars": 20870, "bytes_utf8": 20870, "lines": 538, "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-2c8e-79f3-b906-f254998821f6\"}\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": "2026-05-19T16:25:16.474519+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": 3834.34, "started_at": "2026-05-19T16:25:12.639018+00:00", "ended_at": "2026-05-19T16:25:16.473414+00:00", "prompt_metrics": {"chars": 20870, "bytes_utf8": 20870, "lines": 538, "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-3e25-7852-9b02-92cb4a6de57b\"}\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/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc12bdea71f40388314dd5b675898bcba0ea0f48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Curricular units 2nd sem (approved)": "6", "support": 965, "avg_response": 1.7720207253886011}, {"Curricular units 2nd sem (approved)": "0", "support": 870, "avg_response": 1.6022988505747127}, {"Curricular units 2nd sem (approved)": "5", "support": 726, "avg_response": 1.637741046831956}, {"Curricular units 2nd sem (approved)": "4", "support": 414, "avg_response": 1.5845410628019323}, {"Curricular units 2nd sem (approved)": "7", "support": 331, "avg_response": 2.2900302114803623}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfa8adfe8f158f56909591a742a9f460db027077 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/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: m5 +-- 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_m5_c0b78f27e6a2f9b4 +-- problem_id: v2p_m5_cd0d9c41cebdd18e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Curricular units 2nd sem (approved)", + COUNT(*) AS support, + AVG("Application order") AS avg_response +FROM "m5" +GROUP BY "Curricular units 2nd sem (approved)" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fb044debee5d2cc6e2eef5f9965d5fe47eea796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/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: m5\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_m5_c0b78f27e6a2f9b4\n-- problem_id: v2p_m5_cd0d9c41cebdd18e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Curricular units 2nd sem (approved)\",\n COUNT(*) AS support,\n AVG(\"Application order\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Curricular units 2nd sem (approved)\"\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: m5\\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_m5_c0b78f27e6a2f9b4\\n-- problem_id: v2p_m5_cd0d9c41cebdd18e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Curricular units 2nd sem (approved)\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Application order\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Curricular units 2nd sem (approved)\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Curricular units 2nd sem (approved)\", \"support\", \"avg_response\"], \"rows\": [{\"Curricular units 2nd sem (approved)\": \"6\", \"support\": 965, \"avg_response\": 1.7720207253886011}, {\"Curricular units 2nd sem (approved)\": \"0\", \"support\": 870, \"avg_response\": 1.6022988505747127}, {\"Curricular units 2nd sem (approved)\": \"5\", \"support\": 726, \"avg_response\": 1.637741046831956}, {\"Curricular units 2nd sem (approved)\": \"4\", \"support\": 414, \"avg_response\": 1.5845410628019323}, {\"Curricular units 2nd sem (approved)\": \"7\", \"support\": 331, \"avg_response\": 2.2900302114803623}, {\"Curricular units 2nd sem (approved)\": \"8\", \"support\": 321, \"avg_response\": 2.4423676012461057}, {\"Curricular units 2nd sem (approved)\": \"3\", \"support\": 285, \"avg_response\": 1.6771929824561405}, {\"Curricular units 2nd sem (approved)\": \"2\", \"support\": 198, \"avg_response\": 1.4090909090909092}, {\"Curricular units 2nd sem (approved)\": \"1\", \"support\": 114, \"avg_response\": 1.5087719298245614}, {\"Curricular units 2nd sem (approved)\": \"11\", \"support\": 48, \"avg_response\": 1.1666666666666667}, {\"Curricular units 2nd sem (approved)\": \"10\", \"support\": 38, \"avg_response\": 1.0263157894736843}, {\"Curricular units 2nd sem (approved)\": \"9\", \"support\": 36, \"avg_response\": 1.0}, {\"Curricular units 2nd sem (approved)\": \"12\", \"support\": 34, \"avg_response\": 1.2352941176470589}, {\"Curricular units 2nd sem (approved)\": \"13\", \"support\": 21, \"avg_response\": 1.2380952380952381}, {\"Curricular units 2nd sem (approved)\": \"17\", \"support\": 8, \"avg_response\": 1.125}, {\"Curricular units 2nd sem (approved)\": \"14\", \"support\": 6, \"avg_response\": 1.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cbf8da9a44305ac392903a24eaac1a70a1097db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.225265+00:00", + "ended_at": "2026-05-19T16:30:30.228374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c0b78f27e6a2f9b4", + "problem_id": "v2p_m5_cd0d9c41cebdd18e", + "dataset_id": "m5", + "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=Application order, key_col=Curricular units 2nd sem (approved).", + "bindings": { + "key_col": "Curricular units 2nd sem (approved)", + "measure_col": "Application order", + "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/m5/sql/v2q_m5_c0b78f27e6a2f9b4.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/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c0b78f27e6a2f9b4/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/m5/artifacts/v2q_m5_c1714a47c7377255/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c1714a47c7377255/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30a0c70c73a2faa0ebb077c22d52e12cf8e8b292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c1714a47c7377255/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:42.362135+00:00", + "ended_at": "2026-05-19T16:29:50.355583+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c1714a47c7377255", + "problem_id": "v2p_m5_c75786e658d3cdb3", + "dataset_id": "m5", + "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=Nacionality, measure_col=Inflation rate.", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Inflation rate", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_c1714a47c7377255/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c1714a47c7377255/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..409f09687b247716ab061f936d5c9c8681d16b45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c1714a47c7377255/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:45.488794+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": 3123.34, "started_at": "2026-05-19T16:29:42.364473+00:00", "ended_at": "2026-05-19T16:29:45.487854+00:00", "prompt_metrics": {"chars": 21047, "bytes_utf8": 21047, "lines": 540, "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\":\"019e4112-5bb4-7722-85f2-e75de50ade12\"}\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": "2026-05-19T16:29:50.355467+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": 3862.67, "started_at": "2026-05-19T16:29:46.491513+00:00", "ended_at": "2026-05-19T16:29:50.354244+00:00", "prompt_metrics": {"chars": 21047, "bytes_utf8": 21047, "lines": 540, "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\":\"019e4112-6be3-7b20-9ec3-46955ff660dd\"}\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/m5/artifacts/v2q_m5_c2015ae5458d4965/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2015ae5458d4965/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6510cc6ca20f34c0ee0afdc592581b89fa5d49e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2015ae5458d4965/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:23:03.997298+00:00", + "ended_at": "2026-05-19T16:23:12.166644+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c2015ae5458d4965", + "problem_id": "v2p_m5_8113eaec56253e40", + "dataset_id": "m5", + "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": "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 direction_consistency with semantic role within_group_proportion. Focus on group_col=Marital status, condition_col=Marital status.", + "bindings": { + "group_col": "Marital status", + "condition_col": "Marital status", + "condition_value": "2", + "positive_value": "1", + "negative_value": "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "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/m5/artifacts/v2q_m5_c2015ae5458d4965/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2015ae5458d4965/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..372b87543021b1c83940c27463c80fffe8e8de68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2015ae5458d4965/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:07.783970+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": 3783.18, "started_at": "2026-05-19T16:23:03.999634+00:00", "ended_at": "2026-05-19T16:23:07.782854+00:00", "prompt_metrics": {"chars": 21211, "bytes_utf8": 21211, "lines": 543, "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\":\"019e410c-47b6-77d2-a057-b62ddb1c3b72\"}\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": "2026-05-19T16:23:12.166515+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": 3379.68, "started_at": "2026-05-19T16:23:08.785589+00:00", "ended_at": "2026-05-19T16:23:12.165319+00:00", "prompt_metrics": {"chars": 21211, "bytes_utf8": 21211, "lines": 543, "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\":\"019e410c-5a79-7c42-860f-9d26563c5885\"}\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/m5/artifacts/v2q_m5_c287ca750f347a94/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c287ca750f347a94/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8817cfa4acd4bcaa4e36ecab381daf6d1a358076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c287ca750f347a94/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:26.091737+00:00", + "ended_at": "2026-05-19T16:18:36.945465+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c287ca750f347a94", + "problem_id": "v2p_m5_62c97dfadab477f7", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Gender, measure_col=Unemployment rate.", + "bindings": { + "group_col": "Gender", + "measure_col": "Unemployment rate", + "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": 13.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "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/m5/artifacts/v2q_m5_c287ca750f347a94/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c287ca750f347a94/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d007afa5edd002b9e6096ca33ca3c552fcbabf9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c287ca750f347a94/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:32.604470+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": 6509.22, "started_at": "2026-05-19T16:18:26.094389+00:00", "ended_at": "2026-05-19T16:18:32.603643+00:00", "prompt_metrics": {"chars": 21513, "bytes_utf8": 21513, "lines": 540, "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\":\"019e4108-09ac-7133-9f53-daa1e15a427a\"}\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": "2026-05-19T16:18:36.945303+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": 3337.52, "started_at": "2026-05-19T16:18:33.606467+00:00", "ended_at": "2026-05-19T16:18:36.944045+00:00", "prompt_metrics": {"chars": 21513, "bytes_utf8": 21513, "lines": 540, "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\":\"019e4108-2709-7b72-a4bd-d0c44c28c924\"}\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/m5/artifacts/v2q_m5_c2f43ed5936a54a0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7545de80767c28634a8e25c3efa03e35ff4918d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:17.011800+00:00", + "ended_at": "2026-05-19T16:29:26.763921+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c2f43ed5936a54a0", + "problem_id": "v2p_m5_084191aa91add861", + "dataset_id": "m5", + "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=Daytime/evening attendance, measure_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_c2f43ed5936a54a0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..828a61087c66ff96d57d2e344bb7df96ba17ede6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:20.560967+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": 3545.05, "started_at": "2026-05-19T16:29:17.014737+00:00", "ended_at": "2026-05-19T16:29:20.559835+00:00", "prompt_metrics": {"chars": 21140, "bytes_utf8": 21140, "lines": 540, "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\":\"019e4111-f8b9-77f2-a180-cb066b5feba8\"}\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": "2026-05-19T16:29:26.763809+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": 5200.04, "started_at": "2026-05-19T16:29:21.562612+00:00", "ended_at": "2026-05-19T16:29:26.762709+00:00", "prompt_metrics": {"chars": 21140, "bytes_utf8": 21140, "lines": 540, "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\":\"019e4112-0a8e-77a1-9678-ac8814e2ba5a\"}\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/m5/artifacts/v2q_m5_c45ca59ea760c39b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a220b352559a8b3c42423e8527c0833fa72723e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:50.622541+00:00", + "ended_at": "2026-05-19T16:27:58.322141+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c45ca59ea760c39b", + "problem_id": "v2p_m5_926dde4c23f3af11", + "dataset_id": "m5", + "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=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "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": 10.0, + "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" + ], + "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=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m5/artifacts/v2q_m5_c45ca59ea760c39b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebea5e9f5ff03dde76bd9ce293b5386497acd907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:53.726965+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": 3100.76, "started_at": "2026-05-19T16:27:50.625043+00:00", "ended_at": "2026-05-19T16:27:53.725852+00:00", "prompt_metrics": {"chars": 21009, "bytes_utf8": 21009, "lines": 538, "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-a74f-7351-8a0b-d03b872d360c\"}\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": "2026-05-19T16:27:58.322032+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": 3592.38, "started_at": "2026-05-19T16:27:54.728538+00:00", "ended_at": "2026-05-19T16:27:58.320970+00:00", "prompt_metrics": {"chars": 21009, "bytes_utf8": 21009, "lines": 538, "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-b749-7682-99fc-b85966318a78\"}\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/m5/artifacts/v2q_m5_c71996fa677e0e5d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2942a8867b4ef85945f95656de000181e858c7b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:02.874563+00:00", + "ended_at": "2026-05-19T16:14:12.602960+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c71996fa677e0e5d", + "problem_id": "v2p_m5_226b7eddfa1363f4", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 1st sem (approved).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (approved)", + "predicate_col": "Debtor", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "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=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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/m5/artifacts/v2q_m5_c71996fa677e0e5d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c60ebbc277b2997ffcafc5edff7a9bcddb421359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:08.531984+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": 5654.95, "started_at": "2026-05-19T16:14:02.876266+00:00", "ended_at": "2026-05-19T16:14:08.531243+00:00", "prompt_metrics": {"chars": 21320, "bytes_utf8": 21320, "lines": 544, "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\":\"019e4104-0585-7881-a6b4-bf52b6a71397\"}\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": "2026-05-19T16:14:12.602874+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": 3067.82, "started_at": "2026-05-19T16:14:09.534240+00:00", "ended_at": "2026-05-19T16:14:12.602105+00:00", "prompt_metrics": {"chars": 21320, "bytes_utf8": 21320, "lines": 544, "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\":\"019e4104-1f9b-7370-84e0-70e6baf4e56b\"}\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/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77a75b9845443ae0173af4d2ad57711c88dd54d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3026, "support_share": 0.683996383363472, "cumulative_support": 3026}, {"value_label": "2", "support": 547, "support_share": 0.12364376130198915, "cumulative_support": 3573}, {"value_label": "3", "support": 309, "support_share": 0.06984629294755877, "cumulative_support": 3882}, {"value_label": "4", "support": 249, "support_share": 0.05628390596745027, "cumulative_support": 4131}, {"value_label": "5", "support": 154, "support_share": 0.03481012658227848, "cumulative_support": 4285}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..099b38b4cd93189cc366e8da8fb57866dd32e615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_c8ed5ae6bda436ae +-- problem_id: v2p_m5_71485b4e5cf310cc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Application order" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Application order" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd2ab859f85d5a9029ac78a067cd30ed98fbfb94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_c8ed5ae6bda436ae\n-- problem_id: v2p_m5_71485b4e5cf310cc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Application order\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Application order\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_c8ed5ae6bda436ae\\n-- problem_id: v2p_m5_71485b4e5cf310cc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Application order\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Application order\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 3026, \"support_share\": 0.683996383363472, \"cumulative_support\": 3026}, {\"value_label\": \"2\", \"support\": 547, \"support_share\": 0.12364376130198915, \"cumulative_support\": 3573}, {\"value_label\": \"3\", \"support\": 309, \"support_share\": 0.06984629294755877, \"cumulative_support\": 3882}, {\"value_label\": \"4\", \"support\": 249, \"support_share\": 0.05628390596745027, \"cumulative_support\": 4131}, {\"value_label\": \"5\", \"support\": 154, \"support_share\": 0.03481012658227848, \"cumulative_support\": 4285}, {\"value_label\": \"6\", \"support\": 137, \"support_share\": 0.03096745027124774, \"cumulative_support\": 4422}, {\"value_label\": \"0\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4423}, {\"value_label\": \"9\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4424}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8faaab4bbf9a561b7374fbfd3cc8a919ac5d312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.107394+00:00", + "ended_at": "2026-05-19T16:30:30.110339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c8ed5ae6bda436ae", + "problem_id": "v2p_m5_71485b4e5cf310cc", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Application order.", + "bindings": { + "group_col": "Application order" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "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/m5/sql/v2q_m5_c8ed5ae6bda436ae.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/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c8ed5ae6bda436ae/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/m5/artifacts/v2q_m5_c95bd517492a6373/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3678559afe636b41e997207c186e8df8542df590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/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=Previous qualification, measure_col=Previous qualification (grade). +Result preview: [{"Previous qualification": "1", "total_measure": 491892.5}, {"Previous qualification": "39", "total_measure": 30659.3}, {"Previous qualification": "19", "total_measure": 21095.399999999998}, {"Previous qualification": "3", "total_measure": 16465.5}, {"Previous qualification": "12", "total_measure": 5773.2}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13a47aae9446c65c3fc4a85146758d8b210e767f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/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: m5 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m5_c95bd517492a6373 +-- problem_id: v2p_m5_5e2091630cd45d69 +-- realization_mode: agent +-- source_kind: agent +SELECT "Previous qualification", SUM(CAST("Previous qualification (grade)" AS REAL)) AS "total_measure" +FROM "m5" +GROUP BY "Previous qualification" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f7421110b7c0987f1513cfc2c2abdac8845d184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/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 \"Previous qualification\", SUM(CAST(\"Previous qualification (grade)\" AS REAL)) AS \"total_measure\"\nFROM \"m5\"\nGROUP BY \"Previous qualification\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Previous qualification\\\", SUM(CAST(\\\"Previous qualification (grade)\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Previous qualification\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Previous qualification\", \"total_measure\"], \"rows\": [{\"Previous qualification\": \"1\", \"total_measure\": 491892.5}, {\"Previous qualification\": \"39\", \"total_measure\": 30659.3}, {\"Previous qualification\": \"19\", \"total_measure\": 21095.399999999998}, {\"Previous qualification\": \"3\", \"total_measure\": 16465.5}, {\"Previous qualification\": \"12\", \"total_measure\": 5773.2}, {\"Previous qualification\": \"40\", \"total_measure\": 5219.1}, {\"Previous qualification\": \"42\", \"total_measure\": 4990.0}, {\"Previous qualification\": \"2\", \"total_measure\": 2906.2}, {\"Previous qualification\": \"6\", \"total_measure\": 2091.9}, {\"Previous qualification\": \"9\", \"total_measure\": 1464.1}, {\"Previous qualification\": \"4\", \"total_measure\": 1230.0}, {\"Previous qualification\": \"43\", \"total_measure\": 920.0}, {\"Previous qualification\": \"38\", \"total_measure\": 898.5999999999999}, {\"Previous qualification\": \"10\", \"total_measure\": 499.29999999999995}, {\"Previous qualification\": \"15\", \"total_measure\": 303.1}, {\"Previous qualification\": \"5\", \"total_measure\": 140.0}, {\"Previous qualification\": \"14\", \"total_measure\": 133.1}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51fb767d94a18ae2ca807f0e17e372ffe925fed6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:07:38.493665+00:00", + "ended_at": "2026-05-19T16:07:50.049532+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_c95bd517492a6373", + "problem_id": "v2p_m5_5e2091630cd45d69", + "dataset_id": "m5", + "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_conditional_contrast", + "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=Previous qualification, measure_col=Previous qualification (grade).", + "bindings": { + "group_col": "Previous qualification", + "measure_col": "Previous qualification (grade)", + "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": 140.0, + "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=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c95bd517492a6373.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_c95bd517492a6373", + "api_calls": 0, + "input_tokens": 17854, + "cached_input_tokens": 12032, + "output_tokens": 459, + "total_tokens": 18313, + "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": 11549.54, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/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/m5/artifacts/v2q_m5_c95bd517492a6373/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..775248a206480548aae79fb81d3a2581f9ceef7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:50.046116+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": 11549.54, "started_at": "2026-05-19T16:07:38.495744+00:00", "ended_at": "2026-05-19T16:07:50.045309+00:00", "prompt_metrics": {"chars": 21016, "bytes_utf8": 21016, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17854, "cached_input_tokens": 12032, "output_tokens": 459, "reasoning_output_tokens": 353}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Previous qualification\\\", SUM(CAST(\\\"Previous qualification (grade)\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Previous qualification\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with \\\"Previous qualification\\\" as the grouping column and cast \\\"Previous qualification (grade)\\\" to REAL before summing because the schema snapshot shows TEXT storage.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7173f5d601c5adb66065c6d80422164fa3d40a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_c95bd517492a6373", + "api_calls": 0, + "input_tokens": 17854, + "cached_input_tokens": 12032, + "output_tokens": 459, + "total_tokens": 18313, + "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": 11549.54, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c95bd517492a6373/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/m5/artifacts/v2q_m5_ca673cdaea8274b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6f0edfe4d295a0fe5423dd3204c1162f84ff2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:25:33.288464+00:00", + "ended_at": "2026-05-19T16:25:42.083244+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_ca673cdaea8274b5", + "problem_id": "v2p_m5_56a126a4ea3e19c4", + "dataset_id": "m5", + "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=Application order.", + "bindings": { + "measure_col": "Application order", + "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": 2.0, + "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": [ + "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=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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/m5/artifacts/v2q_m5_ca673cdaea8274b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3d9210e9750ddd87d6481d9bc60dbac140ce0c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:37.995482+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": 4702.77, "started_at": "2026-05-19T16:25:33.291493+00:00", "ended_at": "2026-05-19T16:25:37.994313+00:00", "prompt_metrics": {"chars": 20898, "bytes_utf8": 20898, "lines": 538, "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-8ede-7df1-ab65-f6625ab12b00\"}\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": "2026-05-19T16:25:42.083142+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": 3084.31, "started_at": "2026-05-19T16:25:38.997901+00:00", "ended_at": "2026-05-19T16:25:42.082264+00:00", "prompt_metrics": {"chars": 20898, "bytes_utf8": 20898, "lines": 538, "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-a538-7ca3-b8b9-7c1c31b699c7\"}\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/m5/artifacts/v2q_m5_cb16f5dabcd72803/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cb16f5dabcd72803/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..771c44b90e56699f74e2a5ee16f7cf927f7e2c85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cb16f5dabcd72803/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:09:05.538796+00:00", + "ended_at": "2026-05-19T16:09:14.064514+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_cb16f5dabcd72803", + "problem_id": "v2p_m5_696f53b77405816f", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Gender.", + "bindings": { + "group_col": "Gender", + "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": 10.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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/m5/artifacts/v2q_m5_cb16f5dabcd72803/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cb16f5dabcd72803/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58b46f3157bfa201d241446398c3d71152e3c01f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cb16f5dabcd72803/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:08.385151+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": 2843.79, "started_at": "2026-05-19T16:09:05.540561+00:00", "ended_at": "2026-05-19T16:09:08.384375+00:00", "prompt_metrics": {"chars": 20849, "bytes_utf8": 20849, "lines": 538, "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\":\"019e40ff-7bfd-7151-a54b-cc7f3ef896df\"}\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": "2026-05-19T16:09:14.064427+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": 4676.1, "started_at": "2026-05-19T16:09:09.387520+00:00", "ended_at": "2026-05-19T16:09:14.063664+00:00", "prompt_metrics": {"chars": 20849, "bytes_utf8": 20849, "lines": 538, "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\":\"019e40ff-8b08-7b50-ae42-c714cbaf9acb\"}\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/m5/artifacts/v2q_m5_cec7d1fa87119c37/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3678559afe636b41e997207c186e8df8542df590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/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=Previous qualification, measure_col=Previous qualification (grade). +Result preview: [{"Previous qualification": "1", "total_measure": 491892.5}, {"Previous qualification": "39", "total_measure": 30659.3}, {"Previous qualification": "19", "total_measure": 21095.399999999998}, {"Previous qualification": "3", "total_measure": 16465.5}, {"Previous qualification": "12", "total_measure": 5773.2}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11ed8f6b1aa9c7e407072a945f460919a935b9cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/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: m5 +-- 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_m5_cec7d1fa87119c37 +-- problem_id: v2p_m5_2c04f4c22b03ec47 +-- realization_mode: agent +-- source_kind: agent +SELECT "Previous qualification", SUM(CAST("Previous qualification (grade)" AS REAL)) AS total_measure +FROM "m5" +GROUP BY "Previous qualification" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..263c41ea054495b96fa38004e51d1815efb3f79e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/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 \"Previous qualification\", SUM(CAST(\"Previous qualification (grade)\" AS REAL)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Previous qualification\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Previous qualification\\\", SUM(CAST(\\\"Previous qualification (grade)\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Previous qualification\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Previous qualification\", \"total_measure\"], \"rows\": [{\"Previous qualification\": \"1\", \"total_measure\": 491892.5}, {\"Previous qualification\": \"39\", \"total_measure\": 30659.3}, {\"Previous qualification\": \"19\", \"total_measure\": 21095.399999999998}, {\"Previous qualification\": \"3\", \"total_measure\": 16465.5}, {\"Previous qualification\": \"12\", \"total_measure\": 5773.2}, {\"Previous qualification\": \"40\", \"total_measure\": 5219.1}, {\"Previous qualification\": \"42\", \"total_measure\": 4990.0}, {\"Previous qualification\": \"2\", \"total_measure\": 2906.2}, {\"Previous qualification\": \"6\", \"total_measure\": 2091.9}, {\"Previous qualification\": \"9\", \"total_measure\": 1464.1}, {\"Previous qualification\": \"4\", \"total_measure\": 1230.0}, {\"Previous qualification\": \"43\", \"total_measure\": 920.0}, {\"Previous qualification\": \"38\", \"total_measure\": 898.5999999999999}, {\"Previous qualification\": \"10\", \"total_measure\": 499.29999999999995}, {\"Previous qualification\": \"15\", \"total_measure\": 303.1}, {\"Previous qualification\": \"5\", \"total_measure\": 140.0}, {\"Previous qualification\": \"14\", \"total_measure\": 133.1}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a0c87972721182e39981d8e137d6c9efd459cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:07:50.050043+00:00", + "ended_at": "2026-05-19T16:07:59.062864+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_cec7d1fa87119c37", + "problem_id": "v2p_m5_2c04f4c22b03ec47", + "dataset_id": "m5", + "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=Previous qualification, measure_col=Previous qualification (grade).", + "bindings": { + "group_col": "Previous qualification", + "measure_col": "Previous qualification (grade)", + "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": 136.0, + "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=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_cec7d1fa87119c37.sql", + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_cec7d1fa87119c37", + "api_calls": 0, + "input_tokens": 17854, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 18159, + "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": 9004.16, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/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/m5/artifacts/v2q_m5_cec7d1fa87119c37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b6af3ab3910a19c0b7022f24d46da55ff05efc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:59.056933+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": 9004.16, "started_at": "2026-05-19T16:07:50.051564+00:00", "ended_at": "2026-05-19T16:07:59.055755+00:00", "prompt_metrics": {"chars": 21019, "bytes_utf8": 21019, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17854, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 214}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Previous qualification\\\", SUM(CAST(\\\"Previous qualification (grade)\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Previous qualification\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with the bound columns. Cast the measure to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64df8833598e2973ea3019734df4936db5ab552b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_cec7d1fa87119c37", + "api_calls": 0, + "input_tokens": 17854, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 18159, + "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": 9004.16, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cec7d1fa87119c37/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/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c3bd16bc17fe7a3eb349d3fea225d912b568578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:09.490543+00:00", + "ended_at": "2026-05-19T16:27:18.006734+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_cf9b05fe19ebf17b", + "problem_id": "v2p_m5_2ed1203bfdc93529", + "dataset_id": "m5", + "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=Curricular units 2nd sem (enrolled).", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "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": 25.0, + "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" + ], + "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/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73934c8d8cfc49f711ce8cbaea14e5ed20360dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:12.926357+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": 3432.1, "started_at": "2026-05-19T16:27:09.493131+00:00", "ended_at": "2026-05-19T16:27:12.925274+00:00", "prompt_metrics": {"chars": 20989, "bytes_utf8": 20989, "lines": 538, "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\":\"019e4110-069e-7332-9628-efa78b3d317e\"}\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": "2026-05-19T16:27:18.006551+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": 4076.85, "started_at": "2026-05-19T16:27:13.928527+00:00", "ended_at": "2026-05-19T16:27:18.005447+00:00", "prompt_metrics": {"chars": 20989, "bytes_utf8": 20989, "lines": 538, "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\":\"019e4110-1802-7813-8b0a-0b8b6d3c72e5\"}\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/m5/artifacts/v2q_m5_d094879e79a48abd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89e1e0b87b1f09ef5823cadaad9b395c3398bc7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 2426, "support_share": 0.548372513562387, "support_rank": 1}, {"value_label": "0", "support": 1998, "support_share": 0.451627486437613, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3738f470c96c97f9bc68384b9beb9955eed2c29b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/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: m5 +-- 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_m5_d094879e79a48abd +-- problem_id: v2p_m5_3f30b16e909ea3e4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Displaced" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Displaced" +) +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/m5/artifacts/v2q_m5_d094879e79a48abd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b9518fa88a91d8ee41cd4fc01b639f2c3d4714e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/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: m5\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_m5_d094879e79a48abd\n-- problem_id: v2p_m5_3f30b16e909ea3e4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Displaced\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Displaced\"\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: m5\\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_m5_d094879e79a48abd\\n-- problem_id: v2p_m5_3f30b16e909ea3e4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Displaced\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Displaced\\\"\\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\": \"1\", \"support\": 2426, \"support_share\": 0.548372513562387, \"support_rank\": 1}, {\"value_label\": \"0\", \"support\": 1998, \"support_share\": 0.451627486437613, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8a1c71a7b87ac434869d333fdf91751cf792e2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.156937+00:00", + "ended_at": "2026-05-19T16:30:30.159409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d094879e79a48abd", + "problem_id": "v2p_m5_3f30b16e909ea3e4", + "dataset_id": "m5", + "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=Displaced.", + "bindings": { + "group_col": "Displaced" + }, + "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=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/m5/sql/v2q_m5_d094879e79a48abd.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/m5/artifacts/v2q_m5_d094879e79a48abd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d094879e79a48abd/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/m5/artifacts/v2q_m5_d1dce58f3d298cc7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d1dce58f3d298cc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a65ff1c638a0d0d3878c1c33af33be758af14585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d1dce58f3d298cc7/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:18.007610+00:00", + "ended_at": "2026-05-19T16:27:26.032853+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d1dce58f3d298cc7", + "problem_id": "v2p_m5_39e52e8ab4a82347", + "dataset_id": "m5", + "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=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "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": 0.0, + "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" + ], + "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/m5/artifacts/v2q_m5_d1dce58f3d298cc7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d1dce58f3d298cc7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c6140323e7e0661cb37d7eca4b0a721ff4995c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d1dce58f3d298cc7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:21.529431+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": 3517.26, "started_at": "2026-05-19T16:27:18.010452+00:00", "ended_at": "2026-05-19T16:27:21.527761+00:00", "prompt_metrics": {"chars": 20992, "bytes_utf8": 20992, "lines": 538, "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\":\"019e4110-282a-7021-b551-66a22e1329e6\"}\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": "2026-05-19T16:27:26.032743+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": 3499.75, "started_at": "2026-05-19T16:27:22.531851+00:00", "ended_at": "2026-05-19T16:27:26.031668+00:00", "prompt_metrics": {"chars": 20992, "bytes_utf8": 20992, "lines": 538, "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\":\"019e4110-39d4-7113-9412-3789dc39afed\"}\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/m5/artifacts/v2q_m5_d26f1254140666b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d26f1254140666b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e98fcc573a046ba5fe5890c8e271eb7d3b601c4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d26f1254140666b6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:14:55.949434+00:00", + "ended_at": "2026-05-19T16:15:03.044269+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d26f1254140666b6", + "problem_id": "v2p_m5_fafbf7b4017cf918", + "dataset_id": "m5", + "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=Nacionality.", + "bindings": { + "measure_col": "Nacionality", + "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": 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": [ + "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=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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/m5/artifacts/v2q_m5_d26f1254140666b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d26f1254140666b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ceb8914a1ddec81987c2b43ed698c663945128d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d26f1254140666b6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:58.942094+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": 2990.09, "started_at": "2026-05-19T16:14:55.951229+00:00", "ended_at": "2026-05-19T16:14:58.941341+00:00", "prompt_metrics": {"chars": 21120, "bytes_utf8": 21120, "lines": 538, "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-d4d7-7653-bdb8-706fc203854b\"}\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": "2026-05-19T16:15:03.044156+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": 3099.92, "started_at": "2026-05-19T16:14:59.943319+00:00", "ended_at": "2026-05-19T16:15:03.043276+00:00", "prompt_metrics": {"chars": 21120, "bytes_utf8": 21120, "lines": 538, "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-e475-7bd1-94b8-d5d28e59922f\"}\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/m5/artifacts/v2q_m5_d2a8985fd3bf069d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef237cdaaa3d8c3b8fcda07b2b956322d11ce9e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Mother's qualification": "1", "support": 1069, "avg_response": 8837.887745556594}, {"Mother's qualification": "37", "support": 1009, "avg_response": 8978.39246778989}, {"Mother's qualification": "19", "support": 953, "avg_response": 8874.517313746064}, {"Mother's qualification": "38", "support": 562, "avg_response": 9021.330960854093}, {"Mother's qualification": "3", "support": 438, "avg_response": 8452.184931506848}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c05e4c9aa3ac6526620f6acd5f97b970dc7c159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/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: m5 +-- 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_m5_d2a8985fd3bf069d +-- problem_id: v2p_m5_28793dc7c37922b5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Mother's qualification", + COUNT(*) AS support, + AVG("Course") AS avg_response +FROM "m5" +GROUP BY "Mother's qualification" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73612602ccfb3dbaf8bdcbdf1be7902bc881e014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/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: m5\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_m5_d2a8985fd3bf069d\n-- problem_id: v2p_m5_28793dc7c37922b5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Mother's qualification\",\n COUNT(*) AS support,\n AVG(\"Course\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Mother's qualification\"\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: m5\\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_m5_d2a8985fd3bf069d\\n-- problem_id: v2p_m5_28793dc7c37922b5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Mother's qualification\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Course\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Mother's qualification\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Mother's qualification\", \"support\", \"avg_response\"], \"rows\": [{\"Mother's qualification\": \"1\", \"support\": 1069, \"avg_response\": 8837.887745556594}, {\"Mother's qualification\": \"37\", \"support\": 1009, \"avg_response\": 8978.39246778989}, {\"Mother's qualification\": \"19\", \"support\": 953, \"avg_response\": 8874.517313746064}, {\"Mother's qualification\": \"38\", \"support\": 562, \"avg_response\": 9021.330960854093}, {\"Mother's qualification\": \"3\", \"support\": 438, \"avg_response\": 8452.184931506848}, {\"Mother's qualification\": \"34\", \"support\": 130, \"avg_response\": 9026.107692307693}, {\"Mother's qualification\": \"2\", \"support\": 83, \"avg_response\": 8675.385542168675}, {\"Mother's qualification\": \"4\", \"support\": 49, \"avg_response\": 8698.979591836734}, {\"Mother's qualification\": \"12\", \"support\": 42, \"avg_response\": 8670.595238095239}, {\"Mother's qualification\": \"5\", \"support\": 21, \"avg_response\": 8850.0}, {\"Mother's qualification\": \"40\", \"support\": 9, \"avg_response\": 7225.111111111111}, {\"Mother's qualification\": \"9\", \"support\": 8, \"avg_response\": 7931.125}, {\"Mother's qualification\": \"39\", \"support\": 8, \"avg_response\": 7880.375}, {\"Mother's qualification\": \"41\", \"support\": 6, \"avg_response\": 9501.833333333334}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d85f12a574a98d0fb7b13a3d38580704effae6ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.191297+00:00", + "ended_at": "2026-05-19T16:30:30.194445+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d2a8985fd3bf069d", + "problem_id": "v2p_m5_28793dc7c37922b5", + "dataset_id": "m5", + "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=Course, key_col=Mother's qualification.", + "bindings": { + "key_col": "Mother's qualification", + "measure_col": "Course", + "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/m5/sql/v2q_m5_d2a8985fd3bf069d.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/m5/artifacts/v2q_m5_d2a8985fd3bf069d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2a8985fd3bf069d/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/m5/artifacts/v2q_m5_d2de85f74b4ac40b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2de85f74b4ac40b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5907e358d5be0b7f2741a40923c150468507ee86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2de85f74b4ac40b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:07:31.325368+00:00", + "ended_at": "2026-05-19T16:07:38.493165+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d2de85f74b4ac40b", + "problem_id": "v2p_m5_08481ca4af9dd041", + "dataset_id": "m5", + "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_conditional_contrast", + "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=Daytime/evening attendance, measure_col=Previous qualification.", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Previous qualification", + "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": 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=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_d2de85f74b4ac40b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2de85f74b4ac40b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8ef6f3512504ce784881ac05705f86b65829346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2de85f74b4ac40b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:34.542340+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": 3214.25, "started_at": "2026-05-19T16:07:31.327084+00:00", "ended_at": "2026-05-19T16:07:34.541360+00:00", "prompt_metrics": {"chars": 21008, "bytes_utf8": 21008, "lines": 540, "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\":\"019e40fe-0c06-7e03-b911-37cc230a4c2b\"}\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": "2026-05-19T16:07:38.492986+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": 2948.66, "started_at": "2026-05-19T16:07:35.543403+00:00", "ended_at": "2026-05-19T16:07:38.492096+00:00", "prompt_metrics": {"chars": 21008, "bytes_utf8": 21008, "lines": 540, "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\":\"019e40fe-1c72-77d2-927d-0b56a612d9e9\"}\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/m5/artifacts/v2q_m5_d2f86e733206a0ca/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2f86e733206a0ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c82c49e86f6ba2912cfd0c825784c9cad548b10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2f86e733206a0ca/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:28:28.162401+00:00", + "ended_at": "2026-05-19T16:28:36.196801+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d2f86e733206a0ca", + "problem_id": "v2p_m5_904b28565bd51080", + "dataset_id": "m5", + "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=Application mode, measure_col=Curricular units 2nd sem (evaluations).", + "bindings": { + "group_col": "Application mode", + "measure_col": "Curricular units 2nd sem (evaluations)", + "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": 9.0, + "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=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_d2f86e733206a0ca/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2f86e733206a0ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffa34bbf4164be8c533315005201304952da57b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d2f86e733206a0ca/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:31.729869+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": 3563.24, "started_at": "2026-05-19T16:28:28.165396+00:00", "ended_at": "2026-05-19T16:28:31.728682+00:00", "prompt_metrics": {"chars": 21105, "bytes_utf8": 21105, "lines": 540, "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\":\"019e4111-39f4-7c50-a028-7d8f04539875\"}\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": "2026-05-19T16:28:36.196683+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": 3462.81, "started_at": "2026-05-19T16:28:32.732127+00:00", "ended_at": "2026-05-19T16:28:36.195197+00:00", "prompt_metrics": {"chars": 21105, "bytes_utf8": 21105, "lines": 540, "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\":\"019e4111-4bcb-7af2-b9f5-b5c096f77ff0\"}\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/m5/artifacts/v2q_m5_d3b072fda5507abf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..267f43f0a2ba1c1930a3ba3bafe654d3a6c68060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:03.523317+00:00", + "ended_at": "2026-05-19T16:18:11.229857+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d3b072fda5507abf", + "problem_id": "v2p_m5_07f94a62fee9c35f", + "dataset_id": "m5", + "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=Debtor, measure_col=Curricular units 2nd sem (grade).", + "bindings": { + "group_col": "Debtor", + "measure_col": "Curricular units 2nd sem (grade)", + "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": 13.0, + "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": "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/m5/artifacts/v2q_m5_d3b072fda5507abf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38f729a468c0518ba897d539c67d80177cfdff3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:07.237884+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": 3711.2, "started_at": "2026-05-19T16:18:03.525667+00:00", "ended_at": "2026-05-19T16:18:07.236903+00:00", "prompt_metrics": {"chars": 21544, "bytes_utf8": 21544, "lines": 540, "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-b1ff-7da2-b28d-c019405c4f7b\"}\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": "2026-05-19T16:18:11.229758+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": 2989.63, "started_at": "2026-05-19T16:18:08.239148+00:00", "ended_at": "2026-05-19T16:18:11.228815+00:00", "prompt_metrics": {"chars": 21544, "bytes_utf8": 21544, "lines": 540, "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-c46d-7613-b870-0ec4eabbf0e6\"}\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/m5/artifacts/v2q_m5_d3e6a4330b61fb35/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acc7bf71b7293f1801ef42ac962a34f959cd27d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3717, "support_share": 0.8401898734177216, "cumulative_support": 3717}, {"value_label": "39", "support": 219, "support_share": 0.04950271247739602, "cumulative_support": 3936}, {"value_label": "19", "support": 162, "support_share": 0.036618444846292945, "cumulative_support": 4098}, {"value_label": "3", "support": 126, "support_share": 0.028481012658227847, "cumulative_support": 4224}, {"value_label": "12", "support": 45, "support_share": 0.010171790235081375, "cumulative_support": 4269}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25d93a95d3b48a8ed8b5123829acefe5f7fc4489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_d3e6a4330b61fb35 +-- problem_id: v2p_m5_b7a479d18413eddd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Previous qualification" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Previous qualification" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7090bd60d4773e01785892ea471294ddb5193b68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_d3e6a4330b61fb35\n-- problem_id: v2p_m5_b7a479d18413eddd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Previous qualification\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Previous qualification\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_d3e6a4330b61fb35\\n-- problem_id: v2p_m5_b7a479d18413eddd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Previous qualification\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Previous qualification\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 3717, \"support_share\": 0.8401898734177216, \"cumulative_support\": 3717}, {\"value_label\": \"39\", \"support\": 219, \"support_share\": 0.04950271247739602, \"cumulative_support\": 3936}, {\"value_label\": \"19\", \"support\": 162, \"support_share\": 0.036618444846292945, \"cumulative_support\": 4098}, {\"value_label\": \"3\", \"support\": 126, \"support_share\": 0.028481012658227847, \"cumulative_support\": 4224}, {\"value_label\": \"12\", \"support\": 45, \"support_share\": 0.010171790235081375, \"cumulative_support\": 4269}, {\"value_label\": \"40\", \"support\": 40, \"support_share\": 0.009041591320072333, \"cumulative_support\": 4309}, {\"value_label\": \"42\", \"support\": 36, \"support_share\": 0.0081374321880651, \"cumulative_support\": 4345}, {\"value_label\": \"2\", \"support\": 23, \"support_share\": 0.005198915009041591, \"cumulative_support\": 4368}, {\"value_label\": \"6\", \"support\": 16, \"support_share\": 0.003616636528028933, \"cumulative_support\": 4384}, {\"value_label\": \"9\", \"support\": 11, \"support_share\": 0.0024864376130198916, \"cumulative_support\": 4395}, {\"value_label\": \"4\", \"support\": 8, \"support_share\": 0.0018083182640144665, \"cumulative_support\": 4403}, {\"value_label\": \"38\", \"support\": 7, \"support_share\": 0.0015822784810126582, \"cumulative_support\": 4410}, {\"value_label\": \"43\", \"support\": 6, \"support_share\": 0.00135623869801085, \"cumulative_support\": 4416}, {\"value_label\": \"10\", \"support\": 4, \"support_share\": 0.0009041591320072332, \"cumulative_support\": 4420}, {\"value_label\": \"15\", \"support\": 2, \"support_share\": 0.0004520795660036166, \"cumulative_support\": 4422}, {\"value_label\": \"14\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4423}, {\"value_label\": \"5\", \"support\": 1, \"support_share\": 0.0002260397830018083, \"cumulative_support\": 4424}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6023bd08fd254fe19c2434ccc90456ac38d09d69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.110842+00:00", + "ended_at": "2026-05-19T16:30:30.113558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d3e6a4330b61fb35", + "problem_id": "v2p_m5_b7a479d18413eddd", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Previous qualification.", + "bindings": { + "group_col": "Previous qualification" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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/m5/sql/v2q_m5_d3e6a4330b61fb35.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/m5/artifacts/v2q_m5_d3e6a4330b61fb35/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3e6a4330b61fb35/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/m5/artifacts/v2q_m5_d4e79b7413c89fc5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d4e79b7413c89fc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aae9c9f1e59072314ef04266a46cb56206bc62c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d4e79b7413c89fc5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:11.230371+00:00", + "ended_at": "2026-05-19T16:18:18.629020+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d4e79b7413c89fc5", + "problem_id": "v2p_m5_dc0a96a6e015de57", + "dataset_id": "m5", + "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=Tuition fees up to date, measure_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Tuition fees up to date", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "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": "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/m5/artifacts/v2q_m5_d4e79b7413c89fc5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d4e79b7413c89fc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcbca02ebdbd836ff065ed8311db21d4594177bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d4e79b7413c89fc5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:14.374664+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": 3140.57, "started_at": "2026-05-19T16:18:11.233049+00:00", "ended_at": "2026-05-19T16:18:14.373658+00:00", "prompt_metrics": {"chars": 21603, "bytes_utf8": 21603, "lines": 540, "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-d02f-7ed1-b820-eddc483f88a3\"}\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": "2026-05-19T16:18:18.628843+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": 3250.49, "started_at": "2026-05-19T16:18:15.376889+00:00", "ended_at": "2026-05-19T16:18:18.627440+00:00", "prompt_metrics": {"chars": 21603, "bytes_utf8": 21603, "lines": 540, "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-e04d-7cc0-8b41-04feaa6c1bf2\"}\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/m5/artifacts/v2q_m5_d5faeb06b9c284dc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f965fd1225ff8c5aca7be00a9fc961b587d9b2a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:09.397711+00:00", + "ended_at": "2026-05-19T16:29:17.011306+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d5faeb06b9c284dc", + "problem_id": "v2p_m5_b0ade117c9cc4eeb", + "dataset_id": "m5", + "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=Daytime/evening attendance, measure_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_d5faeb06b9c284dc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..858b64d71c0e17136397e1a9b8be32d19c1acbc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:12.757419+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": 3356.36, "started_at": "2026-05-19T16:29:09.400110+00:00", "ended_at": "2026-05-19T16:29:12.756504+00:00", "prompt_metrics": {"chars": 21141, "bytes_utf8": 21141, "lines": 540, "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\":\"019e4111-db08-7490-9995-ba4c5f937185\"}\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": "2026-05-19T16:29:17.011185+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": 3251.13, "started_at": "2026-05-19T16:29:13.758899+00:00", "ended_at": "2026-05-19T16:29:17.010085+00:00", "prompt_metrics": {"chars": 21141, "bytes_utf8": 21141, "lines": 540, "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\":\"019e4111-ec06-7d73-a238-1477994918bf\"}\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/m5/artifacts/v2q_m5_d7dee4b4f8261063/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8b5ff13ff02c20ad220a0fe5eae423b7211dadb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:23.381862+00:00", + "ended_at": "2026-05-19T16:11:30.905235+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d7dee4b4f8261063", + "problem_id": "v2p_m5_8e3f312c60c2d9e1", + "dataset_id": "m5", + "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=GDP, measure_col=Course.", + "bindings": { + "group_col": "GDP", + "measure_col": "Course", + "item_col": "Curricular units 2nd sem (approved)", + "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": 9556.0, + "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", + "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/m5/artifacts/v2q_m5_d7dee4b4f8261063/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f45b90df0cc88c8e4d025855609cea9d96173430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:26.608861+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": 3224.42, "started_at": "2026-05-19T16:11:23.383552+00:00", "ended_at": "2026-05-19T16:11:26.608064+00:00", "prompt_metrics": {"chars": 21364, "bytes_utf8": 21364, "lines": 542, "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\":\"019e4101-96b7-7681-87e3-6598ac13a5f2\"}\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": "2026-05-19T16:11:30.905145+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": 3293.66, "started_at": "2026-05-19T16:11:27.610667+00:00", "ended_at": "2026-05-19T16:11:30.904374+00:00", "prompt_metrics": {"chars": 21364, "bytes_utf8": 21364, "lines": 542, "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-a6f6-7352-866e-fc7847841ac5\"}\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/m5/artifacts/v2q_m5_d82b29eb63379d7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d82b29eb63379d7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..283356a85cdc4e98d0670fabba1deb994b8e8484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d82b29eb63379d7e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:02.539141+00:00", + "ended_at": "2026-05-19T16:24:10.251475+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_d82b29eb63379d7e", + "problem_id": "v2p_m5_4840332f1602a573", + "dataset_id": "m5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Course, condition_col=Displaced.", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_d82b29eb63379d7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d82b29eb63379d7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ddfac59e04f9bc13147b09b5ebbda9e82c66769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d82b29eb63379d7e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:05.969407+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": 3426.74, "started_at": "2026-05-19T16:24:02.541650+00:00", "ended_at": "2026-05-19T16:24:05.968422+00:00", "prompt_metrics": {"chars": 21188, "bytes_utf8": 21188, "lines": 543, "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-2c6f-7e53-a672-e4d83f7398e4\"}\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": "2026-05-19T16:24:10.251310+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": 3278.93, "started_at": "2026-05-19T16:24:06.970816+00:00", "ended_at": "2026-05-19T16:24:10.249800+00:00", "prompt_metrics": {"chars": 21188, "bytes_utf8": 21188, "lines": 543, "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-3d9e-7183-8b54-3b1095e2a8e1\"}\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/m5/artifacts/v2q_m5_dc650765924877ca/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_dc650765924877ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5155b7a7da9f3bb888d7569636a77cd90d7a09a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_dc650765924877ca/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:48.204471+00:00", + "ended_at": "2026-05-19T16:13:55.744275+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_dc650765924877ca", + "problem_id": "v2p_m5_096b29c28b8724ad", + "dataset_id": "m5", + "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=Application mode, group_col_2=Curricular units 1st sem (enrolled).", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (enrolled)", + "predicate_col": "Displaced", + "predicate_op": "=", + "predicate_value": "1", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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/m5/artifacts/v2q_m5_dc650765924877ca/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_dc650765924877ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04bf624c6c95132c62299bd9c81820b83be3cba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_dc650765924877ca/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:51.479916+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": 3272.25, "started_at": "2026-05-19T16:13:48.206898+00:00", "ended_at": "2026-05-19T16:13:51.479174+00:00", "prompt_metrics": {"chars": 21323, "bytes_utf8": 21323, "lines": 544, "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-cc2d-7860-be85-211d190b4861\"}\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": "2026-05-19T16:13:55.744186+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": 3262.37, "started_at": "2026-05-19T16:13:52.480969+00:00", "ended_at": "2026-05-19T16:13:55.743408+00:00", "prompt_metrics": {"chars": 21323, "bytes_utf8": 21323, "lines": 544, "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-dcd2-77b3-b397-399a44d61587\"}\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/m5/artifacts/v2q_m5_e280806fe668cffe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e280806fe668cffe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7313ecaf6475e4c9e06afe29920ee01e625124ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e280806fe668cffe/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:17:45.958199+00:00", + "ended_at": "2026-05-19T16:17:55.207671+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e280806fe668cffe", + "problem_id": "v2p_m5_6397b03f7b3ba4fa", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Educational special needs, measure_col=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Educational special needs", + "measure_col": "Curricular units 2nd sem (approved)", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_e280806fe668cffe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e280806fe668cffe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff817c11ad8fa9fb2a7636b739413228ca0508d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e280806fe668cffe/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:49.368670+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": 3406.47, "started_at": "2026-05-19T16:17:45.960864+00:00", "ended_at": "2026-05-19T16:17:49.367384+00:00", "prompt_metrics": {"chars": 21588, "bytes_utf8": 21588, "lines": 540, "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\":\"019e4107-6d68-75c3-a9b7-8c06cd1883e3\"}\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": "2026-05-19T16:17:55.207502+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": 4834.62, "started_at": "2026-05-19T16:17:50.371070+00:00", "ended_at": "2026-05-19T16:17:55.205771+00:00", "prompt_metrics": {"chars": 21588, "bytes_utf8": 21588, "lines": 540, "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\":\"019e4107-7e8b-7432-82aa-4a7524b5b898\"}\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/m5/artifacts/v2q_m5_e3a3acd83257b01e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3a3acd83257b01e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f1c404fd66d1fb4e33393572454236256038595 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3a3acd83257b01e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:18:18.630015+00:00", + "ended_at": "2026-05-19T16:18:26.091230+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e3a3acd83257b01e", + "problem_id": "v2p_m5_e168023e42a69857", + "dataset_id": "m5", + "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": "filtered_stable_view", + "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 filtered_stable_view. Focus on group_col=Tuition fees up to date, measure_col=Curricular units 2nd sem (without evaluations).", + "bindings": { + "group_col": "Tuition fees up to date", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "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": 0.0, + "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": "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=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m5/artifacts/v2q_m5_e3a3acd83257b01e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3a3acd83257b01e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16a79e4858db30af938083d8f3fa8b025743f919 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3a3acd83257b01e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:21.857132+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": 3224.17, "started_at": "2026-05-19T16:18:18.632174+00:00", "ended_at": "2026-05-19T16:18:21.856372+00:00", "prompt_metrics": {"chars": 21606, "bytes_utf8": 21606, "lines": 540, "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-ec7d-7b02-88dd-395a68e9f2b4\"}\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": "2026-05-19T16:18:26.091111+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": 3231.08, "started_at": "2026-05-19T16:18:22.858958+00:00", "ended_at": "2026-05-19T16:18:26.090111+00:00", "prompt_metrics": {"chars": 21606, "bytes_utf8": 21606, "lines": 540, "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-fd0f-74b3-ab24-83cde7baad7e\"}\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/m5/artifacts/v2q_m5_e3fb1fcc7a19286e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3fb1fcc7a19286e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eed69508670d7fe5cd17489d082c3f1a7b3ae160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3fb1fcc7a19286e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:24:53.154676+00:00", + "ended_at": "2026-05-19T16:25:00.938067+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e3fb1fcc7a19286e", + "problem_id": "v2p_m5_35dd6798907e6b17", + "dataset_id": "m5", + "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=Unemployment rate.", + "bindings": { + "measure_col": "Unemployment rate", + "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": 13.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "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/m5/artifacts/v2q_m5_e3fb1fcc7a19286e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3fb1fcc7a19286e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bce1ee5859b786498ef95e75e504c2732a7a0a1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e3fb1fcc7a19286e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:56.657151+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": 3498.45, "started_at": "2026-05-19T16:24:53.157338+00:00", "ended_at": "2026-05-19T16:24:56.655831+00:00", "prompt_metrics": {"chars": 20898, "bytes_utf8": 20898, "lines": 538, "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-f22b-7971-9a26-13871d6e1b51\"}\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": "2026-05-19T16:25:00.937876+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": 3276.43, "started_at": "2026-05-19T16:24:57.660241+00:00", "ended_at": "2026-05-19T16:25:00.936745+00:00", "prompt_metrics": {"chars": 20898, "bytes_utf8": 20898, "lines": 538, "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-03ca-7da3-87e8-49f0a6bafeaf\"}\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/m5/artifacts/v2q_m5_e536c7555c87f7db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e536c7555c87f7db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21c1d885418df7ca9596f102d4f849b9a9abcaa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e536c7555c87f7db/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:06.438055+00:00", + "ended_at": "2026-05-19T16:08:14.715582+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e536c7555c87f7db", + "problem_id": "v2p_m5_d382b21e2f8402a2", + "dataset_id": "m5", + "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_rank_order", + "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=Nacionality, measure_col=Nacionality.", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Nacionality", + "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": 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=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m5/artifacts/v2q_m5_e536c7555c87f7db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e536c7555c87f7db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49728a02860c7a0050041f5b3f0c61c2745f0324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e536c7555c87f7db/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:09.634958+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": 3193.67, "started_at": "2026-05-19T16:08:06.440591+00:00", "ended_at": "2026-05-19T16:08:09.634284+00:00", "prompt_metrics": {"chars": 20956, "bytes_utf8": 20956, "lines": 540, "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\":\"019e40fe-952b-79a1-b7a4-fc653166eca0\"}\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": "2026-05-19T16:08:14.715481+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": 4078.46, "started_at": "2026-05-19T16:08:10.636131+00:00", "ended_at": "2026-05-19T16:08:14.714624+00:00", "prompt_metrics": {"chars": 20956, "bytes_utf8": 20956, "lines": 540, "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\":\"019e40fe-a5cb-7971-983d-e06e045cca96\"}\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/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7c40169fdb3b6627751c2eadfd9b2c2b9b3efd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:42.740762+00:00", + "ended_at": "2026-05-19T16:27:46.199062+00:00", + "elapsed_ms": 3458.19, + "returncode": 1, + "prompt_metrics": { + "chars": 20988, + "bytes_utf8": 20988, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05a355bdf175809f7519a2ae405dc7c9aa7c53c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:47.202795+00:00", + "ended_at": "2026-05-19T16:27:50.620355+00:00", + "elapsed_ms": 3417.49, + "returncode": 1, + "prompt_metrics": { + "chars": 20988, + "bytes_utf8": 20988, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cdaabf78e207a21c3ff4dc5977d2e2643ee3e36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Curricular units 2nd sem (approved).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cdaabf78e207a21c3ff4dc5977d2e2643ee3e36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Curricular units 2nd sem (approved).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09c1699c74881d09a52fa7dc0da21bca117a69f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8888-7901-90b5-7a0719e0c557"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34499f957171c230ffffa353ac9e458b73a7d7ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8888-7901-90b5-7a0719e0c557"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4096516a0c2e39d6205f4afea221312727fe8cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-99f2-7e91-ba68-183806d8d9ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e82d48cf51813262e44ea077dd34ee35509d2bb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-99f2-7e91-ba68-183806d8d9ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e70dbbe40cd3c596d5b5aeb326b8fdc590244ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:27:42.737763+00:00", + "ended_at": "2026-05-19T16:27:50.621896+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e5dd674ffd543f96", + "problem_id": "v2p_m5_2460615ec135e667", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved).", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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/m5/artifacts/v2q_m5_e5dd674ffd543f96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bd36d169c354580dbfbb37b4ba2361abd3f9774 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e5dd674ffd543f96/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:46.200426+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": 3458.19, "started_at": "2026-05-19T16:27:42.740762+00:00", "ended_at": "2026-05-19T16:27:46.199062+00:00", "prompt_metrics": {"chars": 20988, "bytes_utf8": 20988, "lines": 538, "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\":\"019e4110-8888-7901-90b5-7a0719e0c557\"}\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": "2026-05-19T16:27:50.621748+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": 3417.49, "started_at": "2026-05-19T16:27:47.202795+00:00", "ended_at": "2026-05-19T16:27:50.620355+00:00", "prompt_metrics": {"chars": 20988, "bytes_utf8": 20988, "lines": 538, "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\":\"019e4110-99f2-7e91-ba68-183806d8d9ee\"}\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/m5/artifacts/v2q_m5_e6421cc3d97d673c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e6421cc3d97d673c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0947a7212d738fea09610c3061aa5fa31f3840f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e6421cc3d97d673c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:08:50.487366+00:00", + "ended_at": "2026-05-19T16:08:58.192892+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e6421cc3d97d673c", + "problem_id": "v2p_m5_710a9ee7757ea020", + "dataset_id": "m5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "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 Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Debtor.", + "bindings": { + "group_col": "Debtor", + "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": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "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/m5/artifacts/v2q_m5_e6421cc3d97d673c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e6421cc3d97d673c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69dd8991ccd33da20ccb9575007b2c2ce3c96379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e6421cc3d97d673c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:53.281408+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": 2790.99, "started_at": "2026-05-19T16:08:50.489375+00:00", "ended_at": "2026-05-19T16:08:53.280398+00:00", "prompt_metrics": {"chars": 20848, "bytes_utf8": 20848, "lines": 538, "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\":\"019e40ff-4133-7572-90a9-0cf8222ac60e\"}\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": "2026-05-19T16:08:58.192807+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": 3909.5, "started_at": "2026-05-19T16:08:54.282519+00:00", "ended_at": "2026-05-19T16:08:58.192049+00:00", "prompt_metrics": {"chars": 20848, "bytes_utf8": 20848, "lines": 538, "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\":\"019e40ff-4ffc-7693-ad41-4bce988262a7\"}\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/m5/artifacts/v2q_m5_e82f6f8a7f77553b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16810c40e6ac3076bb4597615d70987c6db67dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:23:40.050193+00:00", + "ended_at": "2026-05-19T16:23:54.974417+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e82f6f8a7f77553b", + "problem_id": "v2p_m5_e134c83a6b15b75f", + "dataset_id": "m5", + "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": "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 direction_consistency with semantic role within_group_proportion. Focus on group_col=Application order, condition_col=Daytime/evening attendance.", + "bindings": { + "group_col": "Application order", + "condition_col": "Daytime/evening attendance", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "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": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/m5/artifacts/v2q_m5_e82f6f8a7f77553b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3b7e23e1be2f845d39dfc4d5b3d76e9ad06e7d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:50.841615+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": 10785.74, "started_at": "2026-05-19T16:23:40.054593+00:00", "ended_at": "2026-05-19T16:23:50.840386+00:00", "prompt_metrics": {"chars": 21241, "bytes_utf8": 21241, "lines": 543, "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\":\"019e410c-d481-7602-860a-903a4d0fcef1\"}\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": "2026-05-19T16:23:54.974304+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": 3129.86, "started_at": "2026-05-19T16:23:51.843267+00:00", "ended_at": "2026-05-19T16:23:54.973188+00:00", "prompt_metrics": {"chars": 21241, "bytes_utf8": 21241, "lines": 543, "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-0287-7313-b209-519ff2779543\"}\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/m5/artifacts/v2q_m5_e87a2a4889ab1611/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e87a2a4889ab1611/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b39940100b24605ede300df817db664481585e8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e87a2a4889ab1611/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:13:24.637674+00:00", + "ended_at": "2026-05-19T16:13:32.990983+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_e87a2a4889ab1611", + "problem_id": "v2p_m5_0e76f608787e924f", + "dataset_id": "m5", + "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=Displaced, condition_col=Marital status.", + "bindings": { + "group_col": "Displaced", + "condition_col": "Marital status", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "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=9", + "sql_variant_index=1/1", + "binding_index=44" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "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/m5/artifacts/v2q_m5_e87a2a4889ab1611/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e87a2a4889ab1611/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1b25547f7edd134ea4eb6accfbac7af0747ce15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e87a2a4889ab1611/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:28.846910+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": 4206.62, "started_at": "2026-05-19T16:13:24.639533+00:00", "ended_at": "2026-05-19T16:13:28.846181+00:00", "prompt_metrics": {"chars": 21763, "bytes_utf8": 21763, "lines": 543, "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\":\"019e4103-701f-7723-a25a-abb20ca02efd\"}\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": "2026-05-19T16:13:32.990866+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": 3140.76, "started_at": "2026-05-19T16:13:29.849158+00:00", "ended_at": "2026-05-19T16:13:32.989959+00:00", "prompt_metrics": {"chars": 21763, "bytes_utf8": 21763, "lines": 543, "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\":\"019e4103-847f-7540-a3ad-ffeffa51d55d\"}\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/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ac9fc297e36413649ac84bccf7fbf5dcb84ae44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:31.562385+00:00", + "ended_at": "2026-05-19T16:10:34.640909+00:00", + "elapsed_ms": 3078.5, + "returncode": 1, + "prompt_metrics": { + "chars": 21427, + "bytes_utf8": 21427, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee0cb3a4dd1424719374d6f55f00908fa493fece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:35.642981+00:00", + "ended_at": "2026-05-19T16:10:38.880650+00:00", + "elapsed_ms": 3237.62, + "returncode": 1, + "prompt_metrics": { + "chars": 21427, + "bytes_utf8": 21427, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ce667a013f0151f326b7ce0d3357dcc5c75cb1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (approved), measure_col=GDP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "GDP", + "item_col": "Curricular units 1st sem (approved)", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.74, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ce667a013f0151f326b7ce0d3357dcc5c75cb1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (approved), measure_col=GDP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "GDP", + "item_col": "Curricular units 1st sem (approved)", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.74, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95785aa15116e7601229bc997fb167e363e8486e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cc10-7c31-aff3-49cab9037119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a0a9600dc8b5d4a7af2dec4379b2897b341bf67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cc10-7c31-aff3-49cab9037119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7ad0915cddceac8132cf782f8763ff94000b4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dc13-7990-b04d-5b8ae26c1aff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54176d6d5b7a52d929a068bb54a9a26546ad5529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dc13-7990-b04d-5b8ae26c1aff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aadd2498392935dedc03122306fe7de3b44a9214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:10:31.560668+00:00", + "ended_at": "2026-05-19T16:10:38.881544+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_ec6218d42ddc32a4", + "problem_id": "v2p_m5_ce9a5496a2caec1f", + "dataset_id": "m5", + "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=Curricular units 2nd sem (approved), measure_col=GDP.", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "GDP", + "item_col": "Curricular units 1st sem (approved)", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.74, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "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/m5/artifacts/v2q_m5_ec6218d42ddc32a4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8479eb0f472c8d48fe159860d13326f2a81bdf1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ec6218d42ddc32a4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:34.641653+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": 3078.5, "started_at": "2026-05-19T16:10:31.562385+00:00", "ended_at": "2026-05-19T16:10:34.640909+00:00", "prompt_metrics": {"chars": 21427, "bytes_utf8": 21427, "lines": 542, "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\":\"019e4100-cc10-7c31-aff3-49cab9037119\"}\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": "2026-05-19T16:10:38.881452+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": 3237.62, "started_at": "2026-05-19T16:10:35.642981+00:00", "ended_at": "2026-05-19T16:10:38.880650+00:00", "prompt_metrics": {"chars": 21427, "bytes_utf8": 21427, "lines": 542, "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\":\"019e4100-dc13-7990-b04d-5b8ae26c1aff\"}\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/m5/artifacts/v2q_m5_f0cf5a2586596deb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f0cf5a2586596deb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..891311dce4d3ba43a4ad44a3a6cf5cd4f9cac01a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f0cf5a2586596deb/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:39.491066+00:00", + "ended_at": "2026-05-19T16:12:46.865908+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f0cf5a2586596deb", + "problem_id": "v2p_m5_d8e83922ef7dc2d6", + "dataset_id": "m5", + "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=Previous qualification, condition_col=Debtor.", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f0cf5a2586596deb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f0cf5a2586596deb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f4d8e7b257355c302422f163d507cbc6a375a3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f0cf5a2586596deb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:43.009324+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": 3514.99, "started_at": "2026-05-19T16:12:39.493534+00:00", "ended_at": "2026-05-19T16:12:43.008555+00:00", "prompt_metrics": {"chars": 21773, "bytes_utf8": 21773, "lines": 543, "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-bfba-7fe2-bc7b-45bf91e8e615\"}\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": "2026-05-19T16:12:46.865808+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": 2853.69, "started_at": "2026-05-19T16:12:44.011184+00:00", "ended_at": "2026-05-19T16:12:46.864922+00:00", "prompt_metrics": {"chars": 21773, "bytes_utf8": 21773, "lines": 543, "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-d182-7431-9f83-2db4381158b5\"}\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/m5/artifacts/v2q_m5_f2171365d6880ce0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bda0efccb4ec48d4986ac18990ada0dd2870f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:19:33.040574+00:00", + "ended_at": "2026-05-19T16:19:40.247414+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f2171365d6880ce0", + "problem_id": "v2p_m5_fd0e5b16a3de746a", + "dataset_id": "m5", + "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=Curricular units 1st sem (enrolled), measure_col=Application order.", + "bindings": { + "group_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Application order", + "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": 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=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m5/artifacts/v2q_m5_f2171365d6880ce0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5c471599af46e4d67689d06e8a377b85fe43c5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:35.941888+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": 2898.66, "started_at": "2026-05-19T16:19:33.042401+00:00", "ended_at": "2026-05-19T16:19:35.941086+00:00", "prompt_metrics": {"chars": 21194, "bytes_utf8": 21194, "lines": 540, "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\":\"019e4109-0f38-7f01-84d8-16c1f0d45456\"}\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": "2026-05-19T16:19:40.247330+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": 3302.17, "started_at": "2026-05-19T16:19:36.944384+00:00", "ended_at": "2026-05-19T16:19:40.246604+00:00", "prompt_metrics": {"chars": 21194, "bytes_utf8": 21194, "lines": 540, "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\":\"019e4109-1e78-70d0-83c1-9cb6f11e7753\"}\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/m5/artifacts/v2q_m5_f233672550830c92/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f233672550830c92/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..747aac9841bc61624c0529876651a1e4118d3539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f233672550830c92/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:11:46.627981+00:00", + "ended_at": "2026-05-19T16:11:53.864278+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f233672550830c92", + "problem_id": "v2p_m5_798a736e520c89f0", + "dataset_id": "m5", + "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=Target, measure_col=Previous qualification.", + "bindings": { + "group_col": "Target", + "measure_col": "Previous qualification", + "item_col": "Curricular units 2nd sem (grade)", + "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", + "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/m5/artifacts/v2q_m5_f233672550830c92/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f233672550830c92/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40fda4cc81b53e1ae6bd8f38922bd083faa11a22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f233672550830c92/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:49.903847+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": 3273.44, "started_at": "2026-05-19T16:11:46.629630+00:00", "ended_at": "2026-05-19T16:11:49.903099+00:00", "prompt_metrics": {"chars": 21398, "bytes_utf8": 21398, "lines": 542, "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-f142-7643-a79a-fa4fcd8f6a35\"}\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": "2026-05-19T16:11:53.864192+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": 2958.3, "started_at": "2026-05-19T16:11:50.905121+00:00", "ended_at": "2026-05-19T16:11:53.863448+00:00", "prompt_metrics": {"chars": 21398, "bytes_utf8": 21398, "lines": 542, "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\":\"019e4102-01ea-7da2-9212-59c35f809fe9\"}\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/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74d94f9f4d0914c6472d298c889b415bc1d210fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:24.023133+00:00", + "ended_at": "2026-05-19T16:12:27.617428+00:00", + "elapsed_ms": 3594.27, + "returncode": 1, + "prompt_metrics": { + "chars": 21748, + "bytes_utf8": 21748, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51652b2b4d9b0c98a640075e9fa912946368938c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:28.619383+00:00", + "ended_at": "2026-05-19T16:12:31.871174+00:00", + "elapsed_ms": 3251.76, + "returncode": 1, + "prompt_metrics": { + "chars": 21748, + "bytes_utf8": 21748, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9459d9af40474d3bbdc8c38ecacaee01374edc99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Course, condition_col=Displaced.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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": "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/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9459d9af40474d3bbdc8c38ecacaee01374edc99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +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": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Course, condition_col=Displaced.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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": "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/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..118ab50313266f4b39419fc271b83c820e98e45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8389-7990-bc0f-53cd94f089a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac80880823dbcf45a9c7cb4619856881c6b8d3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8389-7990-bc0f-53cd94f089a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8111b7ddd5e99f31ded339503a9506866d17ac51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-955f-76f2-9904-47444a98ec83"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9f2d0967070886878c540246824c70131d0193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-955f-76f2-9904-47444a98ec83"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5bb260fbd015ad78abf680369f4db60c7c491de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:12:24.021251+00:00", + "ended_at": "2026-05-19T16:12:31.872051+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f25bd678f729aa2d", + "problem_id": "v2p_m5_b4677b461f39a591", + "dataset_id": "m5", + "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=Course, condition_col=Displaced.", + "bindings": { + "group_col": "Course", + "condition_col": "Displaced", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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 + }, + "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=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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/m5/artifacts/v2q_m5_f25bd678f729aa2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9a923047884bff1f8f9341d7bd0aaf52f80970b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f25bd678f729aa2d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:27.618210+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": 3594.27, "started_at": "2026-05-19T16:12:24.023133+00:00", "ended_at": "2026-05-19T16:12:27.617428+00:00", "prompt_metrics": {"chars": 21748, "bytes_utf8": 21748, "lines": 543, "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\":\"019e4102-8389-7990-bc0f-53cd94f089a9\"}\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": "2026-05-19T16:12:31.871934+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": 3251.76, "started_at": "2026-05-19T16:12:28.619383+00:00", "ended_at": "2026-05-19T16:12:31.871174+00:00", "prompt_metrics": {"chars": 21748, "bytes_utf8": 21748, "lines": 543, "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\":\"019e4102-955f-76f2-9904-47444a98ec83\"}\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/m5/artifacts/v2q_m5_f487524da58aecea/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc886778551c5834bec4cdbbd18a963156895267 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Age at enrollment": "18", "support": 1036, "avg_response": 1.0135135135135136}, {"Age at enrollment": "19", "support": 911, "avg_response": 1.004390779363337}, {"Age at enrollment": "20", "support": 599, "avg_response": 1.005008347245409}, {"Age at enrollment": "21", "support": 322, "avg_response": 1.0341614906832297}, {"Age at enrollment": "22", "support": 174, "avg_response": 1.0057471264367817}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da332d77d6f5fa0997bc5007c2abbdc95b57d510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/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: m5 +-- 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_m5_f487524da58aecea +-- problem_id: v2p_m5_eae911a66f45ce35 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Age at enrollment", + COUNT(*) AS support, + AVG("Marital status") AS avg_response +FROM "m5" +GROUP BY "Age at enrollment" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..627cea5f7deefe648783726f5e6c3f745c0be8e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/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: m5\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_m5_f487524da58aecea\n-- problem_id: v2p_m5_eae911a66f45ce35\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Age at enrollment\",\n COUNT(*) AS support,\n AVG(\"Marital status\") AS avg_response\nFROM \"m5\"\nGROUP BY \"Age at enrollment\"\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: m5\\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_m5_f487524da58aecea\\n-- problem_id: v2p_m5_eae911a66f45ce35\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Age at enrollment\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Marital status\\\") AS avg_response\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Age at enrollment\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Age at enrollment\", \"support\", \"avg_response\"], \"rows\": [{\"Age at enrollment\": \"18\", \"support\": 1036, \"avg_response\": 1.0135135135135136}, {\"Age at enrollment\": \"19\", \"support\": 911, \"avg_response\": 1.004390779363337}, {\"Age at enrollment\": \"20\", \"support\": 599, \"avg_response\": 1.005008347245409}, {\"Age at enrollment\": \"21\", \"support\": 322, \"avg_response\": 1.0341614906832297}, {\"Age at enrollment\": \"22\", \"support\": 174, \"avg_response\": 1.0057471264367817}, {\"Age at enrollment\": \"24\", \"support\": 131, \"avg_response\": 1.1526717557251909}, {\"Age at enrollment\": \"23\", \"support\": 108, \"avg_response\": 1.0648148148148149}, {\"Age at enrollment\": \"26\", \"support\": 94, \"avg_response\": 1.1382978723404256}, {\"Age at enrollment\": \"25\", \"support\": 93, \"avg_response\": 1.118279569892473}, {\"Age at enrollment\": \"27\", \"support\": 91, \"avg_response\": 1.2857142857142858}, {\"Age at enrollment\": \"28\", \"support\": 83, \"avg_response\": 1.2530120481927711}, {\"Age at enrollment\": \"29\", \"support\": 66, \"avg_response\": 1.5151515151515151}, {\"Age at enrollment\": \"32\", \"support\": 61, \"avg_response\": 1.6065573770491803}, {\"Age at enrollment\": \"34\", \"support\": 60, \"avg_response\": 1.7166666666666666}, {\"Age at enrollment\": \"31\", \"support\": 55, \"avg_response\": 1.5818181818181818}, {\"Age at enrollment\": \"35\", \"support\": 49, \"avg_response\": 1.7346938775510203}, {\"Age at enrollment\": \"30\", \"support\": 49, \"avg_response\": 1.5918367346938775}, {\"Age at enrollment\": \"33\", \"support\": 45, \"avg_response\": 1.8222222222222222}, {\"Age at enrollment\": \"37\", \"support\": 42, \"avg_response\": 2.0238095238095237}, {\"Age at enrollment\": \"39\", \"support\": 38, \"avg_response\": 2.1315789473684212}, {\"Age at enrollment\": \"36\", \"support\": 35, \"avg_response\": 1.6857142857142857}, {\"Age at enrollment\": \"41\", \"support\": 31, \"avg_response\": 2.096774193548387}, {\"Age at enrollment\": \"38\", \"support\": 29, \"avg_response\": 1.896551724137931}, {\"Age at enrollment\": \"43\", \"support\": 25, \"avg_response\": 2.24}, {\"Age at enrollment\": \"40\", \"support\": 23, \"avg_response\": 1.826086956521739}, {\"Age at enrollment\": \"45\", \"support\": 22, \"avg_response\": 2.1363636363636362}, {\"Age at enrollment\": \"44\", \"support\": 21, \"avg_response\": 1.9523809523809523}, {\"Age at enrollment\": \"47\", \"support\": 18, \"avg_response\": 2.388888888888889}, {\"Age at enrollment\": \"50\", \"support\": 16, \"avg_response\": 2.0625}, {\"Age at enrollment\": \"42\", \"support\": 13, \"avg_response\": 2.230769230769231}, {\"Age at enrollment\": \"49\", \"support\": 13, \"avg_response\": 1.9230769230769231}, {\"Age at enrollment\": \"46\", \"support\": 12, \"avg_response\": 2.3333333333333335}, {\"Age at enrollment\": \"48\", \"support\": 11, \"avg_response\": 2.6363636363636362}, {\"Age at enrollment\": \"53\", \"support\": 7, \"avg_response\": 2.2857142857142856}, {\"Age at enrollment\": \"51\", \"support\": 7, \"avg_response\": 2.0}, {\"Age at enrollment\": \"54\", \"support\": 7, \"avg_response\": 1.4285714285714286}, {\"Age at enrollment\": \"55\", \"support\": 5, \"avg_response\": 2.6}, {\"Age at enrollment\": \"17\", \"support\": 5, \"avg_response\": 1.0}], \"row_count_returned\": 38, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d50b89e39500176df617549c8e9efda0a377d8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.202634+00:00", + "ended_at": "2026-05-19T16:30:30.205878+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f487524da58aecea", + "problem_id": "v2p_m5_eae911a66f45ce35", + "dataset_id": "m5", + "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=Marital status, key_col=Age at enrollment.", + "bindings": { + "key_col": "Age at enrollment", + "measure_col": "Marital status", + "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/m5/sql/v2q_m5_f487524da58aecea.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/m5/artifacts/v2q_m5_f487524da58aecea/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f487524da58aecea/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/m5/artifacts/v2q_m5_f6b9251b1efe8f64/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f6b9251b1efe8f64/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fbc01e02277762cd155badfead4bbdd021ba8c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f6b9251b1efe8f64/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:15:18.468064+00:00", + "ended_at": "2026-05-19T16:15:26.205297+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f6b9251b1efe8f64", + "problem_id": "v2p_m5_4d16ed01c936c8d4", + "dataset_id": "m5", + "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=Mother's occupation.", + "bindings": { + "measure_col": "Mother's occupation", + "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": 9.0, + "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": [ + "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/m5/artifacts/v2q_m5_f6b9251b1efe8f64/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f6b9251b1efe8f64/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07be5d2cb6f640a7954e2821f8bdcd40a432a677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f6b9251b1efe8f64/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:22.158192+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": 3687.0, "started_at": "2026-05-19T16:15:18.470218+00:00", "ended_at": "2026-05-19T16:15:22.157245+00:00", "prompt_metrics": {"chars": 21135, "bytes_utf8": 21135, "lines": 538, "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\":\"019e4105-2cde-7d62-a017-8fbd32d6ea93\"}\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": "2026-05-19T16:15:26.205205+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": 3044.96, "started_at": "2026-05-19T16:15:23.159439+00:00", "ended_at": "2026-05-19T16:15:26.204435+00:00", "prompt_metrics": {"chars": 21135, "bytes_utf8": 21135, "lines": 538, "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\":\"019e4105-3f67-7701-9667-714ece021204\"}\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/m5/artifacts/v2q_m5_f7914e36059de058/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6502390c402b8524942be3732e10f7ccdeb70712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:50.356089+00:00", + "ended_at": "2026-05-19T16:29:58.666495+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f7914e36059de058", + "problem_id": "v2p_m5_37b1e90c5761943f", + "dataset_id": "m5", + "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=Nacionality, measure_col=Inflation rate.", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Inflation rate", + "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": 1.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_f7914e36059de058/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28a7920177d1bf47e343aaca5516436f472f0390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:54.529173+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": 4169.14, "started_at": "2026-05-19T16:29:50.358718+00:00", "ended_at": "2026-05-19T16:29:54.527908+00:00", "prompt_metrics": {"chars": 21046, "bytes_utf8": 21046, "lines": 540, "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\":\"019e4112-7afa-7300-a823-6a3cfec89157\"}\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": "2026-05-19T16:29:58.666387+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3133.65, "started_at": "2026-05-19T16:29:55.531620+00:00", "ended_at": "2026-05-19T16:29:58.665345+00:00", "prompt_metrics": {"chars": 21046, "bytes_utf8": 21046, "lines": 540, "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\":\"019e4112-8f52-7fc0-9925-b22c072c2d0e\"}\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/m5/artifacts/v2q_m5_f89b503ca2d85101/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ba2ae57aac995ededda5fac2a38a7d966c0f86e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 2426, "support_share": 0.548372513562387, "cumulative_support": 2426}, {"value_label": "0", "support": 1998, "support_share": 0.451627486437613, "cumulative_support": 4424}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..284e4e70da5a7ba7a784af20c9a297dea54edf5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m5_f89b503ca2d85101 +-- problem_id: v2p_m5_f0147a281a969793 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Displaced" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Displaced" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dfe57c16741ae28f6fb2156068c258ccaca96a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/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: m5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m5_f89b503ca2d85101\n-- problem_id: v2p_m5_f0147a281a969793\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Displaced\" AS value_label, COUNT(*) AS support\n FROM \"m5\"\n GROUP BY \"Displaced\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\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: m5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m5_f89b503ca2d85101\\n-- problem_id: v2p_m5_f0147a281a969793\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Displaced\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m5\\\"\\n GROUP BY \\\"Displaced\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 2426, \"support_share\": 0.548372513562387, \"cumulative_support\": 2426}, {\"value_label\": \"0\", \"support\": 1998, \"support_share\": 0.451627486437613, \"cumulative_support\": 4424}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df8383b488e970acc29466174127c0496bb74555 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:30:30.117768+00:00", + "ended_at": "2026-05-19T16:30:30.120317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_f89b503ca2d85101", + "problem_id": "v2p_m5_f0147a281a969793", + "dataset_id": "m5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Displaced.", + "bindings": { + "group_col": "Displaced" + }, + "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), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "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/m5/sql/v2q_m5_f89b503ca2d85101.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/m5/artifacts/v2q_m5_f89b503ca2d85101/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f89b503ca2d85101/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/m5/artifacts/v2q_m5_fb6c838653067b14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_fb6c838653067b14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1b7d7a702ba8702a50b19fd1c6de142d83f2cc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_fb6c838653067b14/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "m5", + "started_at": "2026-05-19T16:29:26.764444+00:00", + "ended_at": "2026-05-19T16:29:34.493954+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m5_fb6c838653067b14", + "problem_id": "v2p_m5_d34dae47106d9889", + "dataset_id": "m5", + "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=Previous qualification, measure_col=Unemployment rate.", + "bindings": { + "group_col": "Previous qualification", + "measure_col": "Unemployment rate", + "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": 13.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m5/artifacts/v2q_m5_fb6c838653067b14/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_fb6c838653067b14/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17fab0d72d1dc0bda428f034552b2ab0255b200a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_fb6c838653067b14/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:29.976211+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": 3208.03, "started_at": "2026-05-19T16:29:26.767232+00:00", "ended_at": "2026-05-19T16:29:29.975301+00:00", "prompt_metrics": {"chars": 21071, "bytes_utf8": 21071, "lines": 540, "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\":\"019e4112-1ed7-7b42-bb8d-43f5160e0036\"}\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": "2026-05-19T16:29:34.493821+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": 3514.33, "started_at": "2026-05-19T16:29:30.978087+00:00", "ended_at": "2026-05-19T16:29:34.492480+00:00", "prompt_metrics": {"chars": 21071, "bytes_utf8": 21071, "lines": 540, "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\":\"019e4112-2f5f-7730-ba91-776668a72f6b\"}\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/m5/sql/v2q_m5_18c28dc147dc09ad.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_18c28dc147dc09ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeb67caf68c5bd7d1d364d5b81327359a90794a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_18c28dc147dc09ad.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: m5 +-- 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_m5_18c28dc147dc09ad +-- problem_id: v2p_m5_ddb892d23298b91a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Previous qualification" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Previous qualification" +) +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/m5/sql/v2q_m5_2e3e5bd0898b6899.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_2e3e5bd0898b6899.sql new file mode 100644 index 0000000000000000000000000000000000000000..b28261a5886f91e06594393cf46debe811db1480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_2e3e5bd0898b6899.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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_2e3e5bd0898b6899 +-- problem_id: v2p_m5_7ec22ac626f82b7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Inflation rate" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Inflation rate" +) +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/m5/sql/v2q_m5_39c17a8d282b79fe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_39c17a8d282b79fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..59ac03d1ccdad26c863edb97be65d18841aa09de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_39c17a8d282b79fe.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: m5 +-- 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_m5_39c17a8d282b79fe +-- problem_id: v2p_m5_10df047d6075d0c7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Scholarship holder" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Scholarship holder" +) +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/m5/sql/v2q_m5_3a04549da23e78d6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_3a04549da23e78d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..094ad00e2e868a8d010e5b467eacfac06609f6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_3a04549da23e78d6.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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_3a04549da23e78d6 +-- problem_id: v2p_m5_3fe2decd15df15de +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Debtor" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Debtor" +) +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/m5/sql/v2q_m5_96848f6fd6c26f24.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_96848f6fd6c26f24.sql new file mode 100644 index 0000000000000000000000000000000000000000..c508fa74cdd226bea7578add7f4ffc4d8dca2942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_96848f6fd6c26f24.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: m5 +-- 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_m5_96848f6fd6c26f24 +-- problem_id: v2p_m5_54f665b333352780 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Curricular units 2nd sem (approved)" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Curricular units 2nd sem (approved)" +) +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/m5/sql/v2q_m5_9dd518f3be3db046.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_9dd518f3be3db046.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e064c16c9e00323ce18c03b247ba0b1b5ba261a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_9dd518f3be3db046.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: m5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m5_9dd518f3be3db046 +-- problem_id: v2p_m5_b33c6a673ef9f250 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Father's qualification" AS value_label, COUNT(*) AS support + FROM "m5" + GROUP BY "Father's qualification" +) +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;