diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5db7732d4a25ba720e6d087137b23b1331909b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7029, "bytes_utf8": 7029, "lines": 194, "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": 7029, "bytes_utf8": 7029, "lines": 194, "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": 746, "bytes_utf8": 746, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14021, "cached_input_tokens": 12672, "output_tokens": 706, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6014f0b21435b813827d2cad31abc91ce1350a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_002ab5265ed7dc65", + "api_calls": 0, + "input_tokens": 14021, + "cached_input_tokens": 12672, + "output_tokens": 706, + "total_tokens": 14727, + "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": 17594.72, + "sql_execution_elapsed_ms_total": 11.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/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_002ab5265ed7dc65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0e51fe622bac923a3adc95137e18daa91b5de2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:39.335609+00:00", + "ended_at": "2026-05-19T16:03:42.660034+00:00", + "elapsed_ms": 3324.36, + "returncode": 1, + "prompt_metrics": { + "chars": 7029, + "bytes_utf8": 7029, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_002ab5265ed7dc65/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acde9f4292ebb137d4902b462a923d64bbce66b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:43.662343+00:00", + "ended_at": "2026-05-19T16:03:57.932746+00:00", + "elapsed_ms": 14270.36, + "prompt_metrics": { + "chars": 7029, + "bytes_utf8": 7029, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1126, + "bytes_utf8": 1126, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14021, + "cached_input_tokens": 12672, + "output_tokens": 706, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a971abb8f93d126e26080315a04b1d67ac6ec446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a971abb8f93d126e26080315a04b1d67ac6ec446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..104cb0a92209e4a3f60fd26a83f9b62e86c88623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-81d3-7c42-aa20-c9768a90f829"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_002ab5265ed7dc65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf0282ebdc16785e70e407fd610c4e434b55964f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-81d3-7c42-aa20-c9768a90f829"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_002ab5265ed7dc65/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d115d625b8e4fcf0617a21d6ec46cb0de36e1704 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-92d2-7dd1-a259-3f1fbc1ee4ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Subtopic\\\", \\\"Question ID\\\",\\n SUM(CAST(\\\"Student ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Student ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Student ID\\\" AS REAL))) OVER (PARTITION BY \\\"Subtopic\\\") AS share_within_group\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Subtopic\\\", \\\"Question ID\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"Subtopic\\\" and item_col=\\\"Question ID\\\". CAST(\\\"Student ID\\\" AS REAL) was added for SQLite-safe aggregation because the bound measure column is stored as TEXT; note that summing an identifier-like field is mechanically valid but semantically should be interpreted with caution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14021,"cached_input_tokens":12672,"output_tokens":706,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e72d6564dc867de2fdbe6146c400c4846663347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Subtopic\", \"Question ID\",\n SUM(CAST(\"Student ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"Student ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Student ID\" AS REAL))) OVER (PARTITION BY \"Subtopic\") AS share_within_group\nFROM \"c6\"\nGROUP BY \"Subtopic\", \"Question ID\"\nORDER BY share_within_group DESC;","notes":"Used the planned Within-Group Share of Total template with group_col=\"Subtopic\" and item_col=\"Question ID\". CAST(\"Student ID\" AS REAL) was added for SQLite-safe aggregation because the bound measure column is stored as TEXT; note that summing an identifier-like field is mechanically valid but semantically should be interpreted with caution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/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_002ab5265ed7dc65/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_002ab5265ed7dc65/cli/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_0388f919b86d5772/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e6f285e938f2bee4ce88acf6fcee9d9d6d2107a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:37.716349+00:00", + "ended_at": "2026-05-19T16:10:40.753559+00:00", + "elapsed_ms": 3037.18, + "returncode": 1, + "prompt_metrics": { + "chars": 7173, + "bytes_utf8": 7173, + "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_0388f919b86d5772/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d67f75065af52c9c5d4b2f73c9b1ed476bf7c9a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:41.755655+00:00", + "ended_at": "2026-05-19T16:10:45.032436+00:00", + "elapsed_ms": 3276.74, + "returncode": 1, + "prompt_metrics": { + "chars": 7173, + "bytes_utf8": 7173, + "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_0388f919b86d5772/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86d160705f15eb823b300d2b305cf2240d85a2bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": "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/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86d160705f15eb823b300d2b305cf2240d85a2bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": "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/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a968e153440e7ff392d5f84213b22150955440e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e412-72a1-80f2-7b7fbfc00fb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_0388f919b86d5772/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fb0b6cb36eb675697e040d6654750274546016e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e412-72a1-80f2-7b7fbfc00fb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_0388f919b86d5772/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5945e878d9cc9b7cebcf1237c80138230137e66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f3e3-7900-917f-9b5d3b888409"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_0388f919b86d5772/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..977105b6fd69700f132e9bded3b1cab7ca701863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f3e3-7900-917f-9b5d3b888409"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_0388f919b86d5772/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/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_0388f919b86d5772/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0388f919b86d5772/cli/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_080ac6334adb3239/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c44842b66da44ef93fb19bca59975c8e34e5b18f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:50.815030+00:00", + "ended_at": "2026-05-19T16:14:55.826538+00:00", + "elapsed_ms": 5011.48, + "returncode": 1, + "prompt_metrics": { + "chars": 6886, + "bytes_utf8": 6886, + "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_080ac6334adb3239/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec13e99df4632d2a942da92feb5585f525c5557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:56.828469+00:00", + "ended_at": "2026-05-19T16:15:00.066880+00:00", + "elapsed_ms": 3238.38, + "returncode": 1, + "prompt_metrics": { + "chars": 6886, + "bytes_utf8": 6886, + "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_080ac6334adb3239/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9556a6f5316b8fb991714e3f382854d0fc77dd6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/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 focused_target_view. Focus on group_col=Subtopic, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Subtopic", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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_080ac6334adb3239/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9556a6f5316b8fb991714e3f382854d0fc77dd6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/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 focused_target_view. Focus on group_col=Subtopic, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Subtopic", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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_080ac6334adb3239/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61d1e0ff06acb14f00ae8349661e29a435e8284c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c0c7-79a3-8975-a5a6c8b7d16b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_080ac6334adb3239/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec6917cd0fe0d7b03b0be6e5b28c94c830a691d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c0c7-79a3-8975-a5a6c8b7d16b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_080ac6334adb3239/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a68b64e29b6bdb884777ebe96bf3fb680fed1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-d83d-7ff3-8a97-6106f0e2bb00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_080ac6334adb3239/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff3634ed39efe9b67578d7357a1f1d23d166ccc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-d83d-7ff3-8a97-6106f0e2bb00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_080ac6334adb3239/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/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_080ac6334adb3239/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_080ac6334adb3239/cli/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_09161a05e8ea4648/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f10d03aea77b193e141f509b9dd6819d1e3252a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7043, "bytes_utf8": 7043, "lines": 194, "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": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14021, "cached_input_tokens": 12032, "output_tokens": 651, "reasoning_output_tokens": 481}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffd2bb0739cf6449bbde8e4b152faada32d03b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/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_09161a05e8ea4648", + "api_calls": 0, + "input_tokens": 14021, + "cached_input_tokens": 12032, + "output_tokens": 651, + "total_tokens": 14672, + "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": 13790.0, + "sql_execution_elapsed_ms_total": 18.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/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_09161a05e8ea4648/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..865becd8be719a6d4bf21081b087b8cfeb40f8ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:02.081312+00:00", + "ended_at": "2026-05-19T16:06:15.871342+00:00", + "elapsed_ms": 13790.0, + "prompt_metrics": { + "chars": 7043, + "bytes_utf8": 7043, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1004, + "bytes_utf8": 1004, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 618, + "bytes_utf8": 618, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14021, + "cached_input_tokens": 12032, + "output_tokens": 651, + "reasoning_output_tokens": 481 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_09161a05e8ea4648/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a3585d975aef11ab11a609e0b775b3667e69d01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Student Country, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Student Country", + "measure_col": "Student ID", + "item_col": "Keywords", + "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": 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}, {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/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d89bf8948eb495fcb9869724c29328bf220199 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-afd3-7741-905e-15b72cc8a173"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Student Country\\\",\\n \\\"Keywords\\\",\\n SUM(CAST(\\\"Student ID\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"Student ID\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"Student ID\\\" AS NUMERIC))) OVER (PARTITION BY \\\"Student Country\\\") AS share_within_group\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Student Country\\\", \\\"Keywords\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the required template and bindings: group_col=\\\"Student Country\\\", item_col=\\\"Keywords\\\", measure_col=\\\"Student ID\\\". \\\"Student ID\\\" is CAST to NUMERIC because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14021,"cached_input_tokens":12032,"output_tokens":651,"reasoning_output_tokens":481}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db8fa2f310be6d9a2eba092b4d8ffde2a36aa107 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Student Country\",\n \"Keywords\",\n SUM(CAST(\"Student ID\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"Student ID\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"Student ID\" AS NUMERIC))) OVER (PARTITION BY \"Student Country\") AS share_within_group\nFROM \"c6\"\nGROUP BY \"Student Country\", \"Keywords\"\nORDER BY share_within_group DESC;","notes":"Uses the required template and bindings: group_col=\"Student Country\", item_col=\"Keywords\", measure_col=\"Student ID\". \"Student ID\" is CAST to NUMERIC because it is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_09161a05e8ea4648/cli/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_0df29903854728f1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e986596e88d9e2b290306ee65cc5de1259827720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:30.252734+00:00", + "ended_at": "2026-05-19T16:09:33.248571+00:00", + "elapsed_ms": 2995.81, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_0df29903854728f1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1f35fb4a77ed897e3edf5ade0f96222e4c95990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:34.251193+00:00", + "ended_at": "2026-05-19T16:09:37.687960+00:00", + "elapsed_ms": 3436.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_0df29903854728f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..830b212199f80096b4198f65c86316cc0497acae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Student ID", + "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 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/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..830b212199f80096b4198f65c86316cc0497acae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Student ID", + "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 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/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a6ceb13d371ca75d6177e11b6060481a7287c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-dc96-7262-b0bf-9446c3ba3e00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_0df29903854728f1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59c60f247f07d226e571e42330db986cbaa28815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-dc96-7262-b0bf-9446c3ba3e00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_0df29903854728f1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f755e0436e399c6e34039b775db2f9c63c5598b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ec35-7dc3-b1b9-9d047cbe8324"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_0df29903854728f1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ab8d605d86bbb11ab859be08f714b798db36bb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ec35-7dc3-b1b9-9d047cbe8324"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_0df29903854728f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/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_0df29903854728f1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_0df29903854728f1/cli/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_121a0d80bcce8b89/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05ce2502470c674d16497bfe823484762e93d5f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:08.705597+00:00", + "ended_at": "2026-05-19T16:03:12.098984+00:00", + "elapsed_ms": 3393.36, + "returncode": 1, + "prompt_metrics": { + "chars": 6537, + "bytes_utf8": 6537, + "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_121a0d80bcce8b89/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d837bb7efd6db3cb9b241a784ccbb0acc4b86ab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:13.101449+00:00", + "ended_at": "2026-05-19T16:03:16.406445+00:00", + "elapsed_ms": 3304.96, + "returncode": 1, + "prompt_metrics": { + "chars": 6537, + "bytes_utf8": 6537, + "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_121a0d80bcce8b89/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8c1531585009a8af9a07bbafc95ec16356563f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/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=Type of Answer.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Type of Answer", + "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": 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_121a0d80bcce8b89/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8c1531585009a8af9a07bbafc95ec16356563f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/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_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=Type of Answer.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Type of Answer", + "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": 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_121a0d80bcce8b89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b46dba7b69bb5a0c00841ebe97daf756c634a1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0a5d-7271-99c4-40bd63efff2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_121a0d80bcce8b89/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e22cd4e1b54c6cb8a10e2a61548e4dc3bc0699a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0a5d-7271-99c4-40bd63efff2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_121a0d80bcce8b89/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04006835733f1c7d9882a7d413a37c312d56f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1b4c-7113-83f0-c05047ac767e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_121a0d80bcce8b89/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9240888e8bdc55a30a4fd3cedefad21345e0736 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1b4c-7113-83f0-c05047ac767e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_121a0d80bcce8b89/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/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_121a0d80bcce8b89/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_121a0d80bcce8b89/cli/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_1720069a7be96e8e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b4ca6395af62192a0a2d3d28fafa77dd4fb2482 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:38.058682+00:00", + "ended_at": "2026-05-19T16:05:41.437328+00:00", + "elapsed_ms": 3378.62, + "returncode": 1, + "prompt_metrics": { + "chars": 7023, + "bytes_utf8": 7023, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_1720069a7be96e8e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e41038b4965854ae5c0556460195bf108dbc415 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:42.439909+00:00", + "ended_at": "2026-05-19T16:05:46.476806+00:00", + "elapsed_ms": 4036.85, + "returncode": 1, + "prompt_metrics": { + "chars": 7023, + "bytes_utf8": 7023, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_1720069a7be96e8e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03845362c112779c8caabdc20068cbbb6ed5158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "item_col": "Question 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}, {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/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03845362c112779c8caabdc20068cbbb6ed5158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "item_col": "Question 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}, {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/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7fd57e3905ee3c97b03d3d1e05bdc552d3696f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5196-79c3-838a-34d50fb14456"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1720069a7be96e8e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76cdf64e3aad9708a8a2de499caf6e8d6e41199 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5196-79c3-838a-34d50fb14456"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1720069a7be96e8e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe4e96ca12ae9a030ced4c6401c02dc328d963c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-62b9-7b11-ad2f-1b891a554290"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1720069a7be96e8e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8917939b088f1c16297c1b1a0bce23fecb5bfae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-62b9-7b11-ad2f-1b891a554290"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1720069a7be96e8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/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_1720069a7be96e8e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1720069a7be96e8e/cli/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_1ab3d600c791205d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13514f762594b2e52d734d3f48b93c4fb1b42f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:22.217330+00:00", + "ended_at": "2026-05-19T16:17:25.421612+00:00", + "elapsed_ms": 3204.24, + "returncode": 1, + "prompt_metrics": { + "chars": 6620, + "bytes_utf8": 6620, + "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_1ab3d600c791205d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e75e5af8ee57459dc4af5514598085dde9415d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:26.424094+00:00", + "ended_at": "2026-05-19T16:17:30.051634+00:00", + "elapsed_ms": 3627.48, + "returncode": 1, + "prompt_metrics": { + "chars": 6620, + "bytes_utf8": 6620, + "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_1ab3d600c791205d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..738609d4ad6388d9658fde806d8591c77e08f3d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/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 count_distribution. Focus on group_col=Student Country.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Student Country", + "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": 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_1ab3d600c791205d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..738609d4ad6388d9658fde806d8591c77e08f3d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/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 count_distribution. Focus on group_col=Student Country.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Student Country", + "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": 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_1ab3d600c791205d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cacb922596d2ebacbb96dbe0911d99ee9a4d4a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1081-7d50-92e0-0d4b653691b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1ab3d600c791205d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f23e0f4c80095115df41df69026b59ef346e16a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1081-7d50-92e0-0d4b653691b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1ab3d600c791205d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f1d5fd79260746e3871d48cf8d984d73320f8f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2107-7ca0-b893-64f59b9276bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1ab3d600c791205d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..444301e9cf6dab61dc512fe278a934889ee2ce34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2107-7ca0-b893-64f59b9276bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1ab3d600c791205d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/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_1ab3d600c791205d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ab3d600c791205d/cli/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_1b09f261c28bccb8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..739b09afd098e14a75f4d1e1197080f261188747 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:24.486228+00:00", + "ended_at": "2026-05-19T16:12:27.447510+00:00", + "elapsed_ms": 2961.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6811, + "bytes_utf8": 6811, + "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_1b09f261c28bccb8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2cea4e6b09099753f3018d78df0970f70d01eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:28.449610+00:00", + "ended_at": "2026-05-19T16:12:31.282054+00:00", + "elapsed_ms": 2832.4, + "returncode": 1, + "prompt_metrics": { + "chars": 6811, + "bytes_utf8": 6811, + "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_1b09f261c28bccb8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b631a0d3cb7be35c757842f9e29f306a72aba5e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/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=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 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 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_1b09f261c28bccb8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b631a0d3cb7be35c757842f9e29f306a72aba5e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/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=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 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 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_1b09f261c28bccb8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a192a88f13eab50c799652ef544cd4e399610f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-852e-7ed3-8f64-b904006f1e3c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1b09f261c28bccb8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2914992d3b710351ded10e36dfdf41db60f8168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-852e-7ed3-8f64-b904006f1e3c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1b09f261c28bccb8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be5eb3816e7de9cc23f26a3b74ddad7eab15063c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-94b2-75b2-97a2-fc59df07fe12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1b09f261c28bccb8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d0e43f052f69d9c267f16f1233bd2e9a84180a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-94b2-75b2-97a2-fc59df07fe12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1b09f261c28bccb8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/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_1b09f261c28bccb8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1b09f261c28bccb8/cli/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_1ea4d1251066650e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b098b30c126621584ea9e2dd8d62ab0219dfcd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:06.390666+00:00", + "ended_at": "2026-05-19T16:17:10.169213+00:00", + "elapsed_ms": 3778.51, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_1ea4d1251066650e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ff5af838e6183e30c3623fd6473b29515630cd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:11.171524+00:00", + "ended_at": "2026-05-19T16:17:14.523127+00:00", + "elapsed_ms": 3351.54, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_1ea4d1251066650e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..948d4ac0158b0c1608db4c3092eccdbe9fa06d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Student ID", + "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 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/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..948d4ac0158b0c1608db4c3092eccdbe9fa06d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Student ID", + "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 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/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8741699e4cc02392f16dfe56da0f22cb44fc5aca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d2e9-7b11-a126-fc4990666c53"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1ea4d1251066650e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19b86235372044a7cad8e4720d59a471cbb4ed6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d2e9-7b11-a126-fc4990666c53"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1ea4d1251066650e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d7e11e4c048df2b024e6af85e57b1cb8cd93172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e561-71d3-8844-a09fb31b2b33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1ea4d1251066650e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb4751f297edb6ef6fcd4727036967ae13f27dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e561-71d3-8844-a09fb31b2b33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1ea4d1251066650e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/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_1ea4d1251066650e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1ea4d1251066650e/cli/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_1f13f2b513b39733/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30a34f50ad6bc7c900073da5be5d19b567969a53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6537, "bytes_utf8": 6537, "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": 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": 6537, "bytes_utf8": 6537, "lines": 190, "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": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13876, "cached_input_tokens": 12032, "output_tokens": 300, "reasoning_output_tokens": 224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf84fc281e2df39ecc0b0254c2601472b46c95c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_1f13f2b513b39733", + "api_calls": 0, + "input_tokens": 13876, + "cached_input_tokens": 12032, + "output_tokens": 300, + "total_tokens": 14176, + "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": 11871.37, + "sql_execution_elapsed_ms_total": 3.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/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_1f13f2b513b39733/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..512662c68752fc491edfd18dea1eaab47dc95867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:32.545218+00:00", + "ended_at": "2026-05-19T16:02:35.621354+00:00", + "elapsed_ms": 3076.11, + "returncode": 1, + "prompt_metrics": { + "chars": 6537, + "bytes_utf8": 6537, + "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_1f13f2b513b39733/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99fbed6362bbc8b0be5f8fa28868ce131a294b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:36.623409+00:00", + "ended_at": "2026-05-19T16:02:45.418715+00:00", + "elapsed_ms": 8795.26, + "prompt_metrics": { + "chars": 6537, + "bytes_utf8": 6537, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 653, + "bytes_utf8": 653, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 299, + "bytes_utf8": 299, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13876, + "cached_input_tokens": 12032, + "output_tokens": 300, + "reasoning_output_tokens": 224 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_1f13f2b513b39733/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52307859b0a47e07e1a77902556b21185c564ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/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=Question Level.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Question Level", + "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": 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_1f13f2b513b39733/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52307859b0a47e07e1a77902556b21185c564ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/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_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=Question Level.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Question Level", + "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": 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_1f13f2b513b39733/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e46498050c3bb6e030cb04ec56d0495f755c4730 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7ccc-7183-b60e-e200c532a94a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_1f13f2b513b39733/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..feedde4eac18fa55e10fedd925270b1c731fb1dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7ccc-7183-b60e-e200c532a94a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_1f13f2b513b39733/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a064f26a1b85389b156dff7ac2b1b863f161a5ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-8cea-70a3-a29e-eb44fbf18753"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Question Level\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Question Level\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the grouped count template with \\\"Question Level\\\" as the category to measure subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13876,"cached_input_tokens":12032,"output_tokens":300,"reasoning_output_tokens":224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a92d5295ec8d8d1a8c8d777e585fe456d46fcd0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Question Level\", COUNT(*) AS \"row_count\"\nFROM \"c6\"\nGROUP BY \"Question Level\"\nORDER BY \"row_count\" DESC;","notes":"Uses the grouped count template with \"Question Level\" as the category to measure subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/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_1f13f2b513b39733/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_1f13f2b513b39733/cli/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_235d5a3ebcb0c19d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e47796b105afd41fb0cb74f2d3cdcf3c5f5bddfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:16.594145+00:00", + "ended_at": "2026-05-19T16:11:19.861628+00:00", + "elapsed_ms": 3267.45, + "returncode": 1, + "prompt_metrics": { + "chars": 7188, + "bytes_utf8": 7188, + "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_235d5a3ebcb0c19d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e34dcea8a85f328258af5aaae1e844a92b221d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:20.863265+00:00", + "ended_at": "2026-05-19T16:11:23.831587+00:00", + "elapsed_ms": 2968.29, + "returncode": 1, + "prompt_metrics": { + "chars": 7188, + "bytes_utf8": 7188, + "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_235d5a3ebcb0c19d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38d1cbdf940d357b1cdfe497e45e13a84e202718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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": "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/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38d1cbdf940d357b1cdfe497e45e13a84e202718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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": "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/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1694b7c14e5c20ba2be2c78fa9b8f6eea5f57dea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7bf4-7723-87cf-85b3463292e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_235d5a3ebcb0c19d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96808313c23ec4e0f1a0a9820211a89109b28821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7bf4-7723-87cf-85b3463292e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_235d5a3ebcb0c19d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a508d68518c0d372853e16c599829cbf96efbca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8cc7-7400-8b85-e9aa406e2973"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_235d5a3ebcb0c19d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..697b3e369f3a95d674a0516e2f9ee667fd458c04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8cc7-7400-8b85-e9aa406e2973"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_235d5a3ebcb0c19d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/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_235d5a3ebcb0c19d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_235d5a3ebcb0c19d/cli/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_247a88af898f6664/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ae09dacfb0bbd91245f79fb3a84529d5ca0aa6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:00.811451+00:00", + "ended_at": "2026-05-19T16:12:05.974033+00:00", + "elapsed_ms": 5162.55, + "returncode": 1, + "prompt_metrics": { + "chars": 7176, + "bytes_utf8": 7176, + "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_247a88af898f6664/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1dad2e8c446d59649c36ef971a99b6d78ec639a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:06.975623+00:00", + "ended_at": "2026-05-19T16:12:09.724044+00:00", + "elapsed_ms": 2748.39, + "returncode": 1, + "prompt_metrics": { + "chars": 7176, + "bytes_utf8": 7176, + "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_247a88af898f6664/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f886b60b6fc5df32337b11711e1af8a4fbfe8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f886b60b6fc5df32337b11711e1af8a4fbfe8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef860379c7a0565bf75140df1d7f949cc944fb58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-28aa-74d2-bb11-44378393c34c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_247a88af898f6664/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d95a5a22cc96b19ef0a8bff004434bbdbbb843e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-28aa-74d2-bb11-44378393c34c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_247a88af898f6664/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf710d5076294986f9a7da1c042b29187b23662d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-40bc-70c0-b3f8-e6a8e0d4d5c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_247a88af898f6664/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88e3ca10c7f627943e2024a86732976361f6e53c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-40bc-70c0-b3f8-e6a8e0d4d5c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_247a88af898f6664/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/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_247a88af898f6664/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_247a88af898f6664/cli/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_25847c331468549a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5320038dc7ed7b73ee546fbd49129e401edb3e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:21.476255+00:00", + "ended_at": "2026-05-19T16:13:24.661284+00:00", + "elapsed_ms": 3185.0, + "returncode": 1, + "prompt_metrics": { + "chars": 6797, + "bytes_utf8": 6797, + "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_25847c331468549a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f54b0aaba28f390c93b21514b1e8c02f734ab1a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:25.663250+00:00", + "ended_at": "2026-05-19T16:13:28.940204+00:00", + "elapsed_ms": 3276.9, + "returncode": 1, + "prompt_metrics": { + "chars": 6797, + "bytes_utf8": 6797, + "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_25847c331468549a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ba19bce064924297cd7fd73b11a5f656cb3bc03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/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=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "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": 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 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_25847c331468549a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ba19bce064924297cd7fd73b11a5f656cb3bc03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/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=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "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": 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 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_25847c331468549a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90e6f96017a6e19019f645830032ea1fe00914c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-63d2-76e0-8ec7-2d2e841362a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_25847c331468549a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ab61ae7cfaa0ad8b546feb273f0f96c23b46086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-63d2-76e0-8ec7-2d2e841362a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_25847c331468549a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a21d1fdd131882eb133336affb1ab0b65fa0a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7430-74c0-be91-559d1486d38c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_25847c331468549a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cbce9910f4babde481ae7ea455db99f623a52db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7430-74c0-be91-559d1486d38c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_25847c331468549a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/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_25847c331468549a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_25847c331468549a/cli/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_27c04ef52d6d66c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b32d5a173977d7e5828a3b3c537d6da2320ad234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6634, "bytes_utf8": 6634, "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": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13903, "cached_input_tokens": 12032, "output_tokens": 384, "reasoning_output_tokens": 267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2cb4855ae5c3ee090b9c30f1da00c75391c7721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/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_27c04ef52d6d66c0", + "api_calls": 0, + "input_tokens": 13903, + "cached_input_tokens": 12032, + "output_tokens": 384, + "total_tokens": 14287, + "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": 9835.28, + "sql_execution_elapsed_ms_total": 9.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/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_27c04ef52d6d66c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..774726a53035206b42343f662f75a2d59d64a248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/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": "2026-05-19T16:00:24.456080+00:00", + "ended_at": "2026-05-19T16:00:34.291401+00:00", + "elapsed_ms": 9835.28, + "prompt_metrics": { + "chars": 6634, + "bytes_utf8": 6634, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 815, + "bytes_utf8": 815, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13903, + "cached_input_tokens": 12032, + "output_tokens": 384, + "reasoning_output_tokens": 267 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_27c04ef52d6d66c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeb3bbc194ad334d19e7408e746ce695e1bacb7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/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=Student ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Student Country", + "measure_col": "Student ID", + "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": 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}, 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_27c04ef52d6d66c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccb83b82fbafe93bd51c8bb79d15878f4198b263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8886-70b0-80ee-5ead1e3d7487"} +{"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(\\\"Student ID\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Student Country\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"Student Country\\\" and measure_col=\\\"Student ID\\\". \\\"Student ID\\\" is stored as TEXT, so it is cast to NUMERIC for SQLite aggregation; this is a probe-style sum over an identifier-like field.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13903,"cached_input_tokens":12032,"output_tokens":384,"reasoning_output_tokens":267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ce79518fe56feb33d2eaac25783effcb0b16786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Student Country\", SUM(CAST(\"Student ID\" AS NUMERIC)) AS total_measure\nFROM \"c6\"\nGROUP BY \"Student Country\"\nORDER BY total_measure DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"Student Country\" and measure_col=\"Student ID\". \"Student ID\" is stored as TEXT, so it is cast to NUMERIC for SQLite aggregation; this is a probe-style sum over an identifier-like field."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_27c04ef52d6d66c0/cli/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_292ce85c0ff412d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6c7591d48af6623fba0a6630b74696c89a2eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:03.406193+00:00", + "ended_at": "2026-05-19T16:07:06.771251+00:00", + "elapsed_ms": 3365.03, + "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_292ce85c0ff412d8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..506b6736e142c27251afcee806ed3c0c8878a832 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:07.773071+00:00", + "ended_at": "2026-05-19T16:07:11.164516+00:00", + "elapsed_ms": 3391.4, + "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_292ce85c0ff412d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb4a7ebffc5ee36a6646b3a666694a5f2165ebe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/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=Type of Answer, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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_292ce85c0ff412d8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb4a7ebffc5ee36a6646b3a666694a5f2165ebe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/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=Type of Answer, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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_292ce85c0ff412d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75e16a0c08267dce7b55226965358190a0fcbb1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9f03-7491-b909-b69366afe569"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_292ce85c0ff412d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c8e2f3a14804689f41b3f6d09fe95379c25f6b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9f03-7491-b909-b69366afe569"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_292ce85c0ff412d8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75f15fca0753ca43b3b0bafb50c1a79309d0b4f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-aff7-7513-a18b-fe6381fb2574"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_292ce85c0ff412d8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1a5399bb11b70bf6eb322964b20a2fe709fa2e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-aff7-7513-a18b-fe6381fb2574"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_292ce85c0ff412d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/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_292ce85c0ff412d8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_292ce85c0ff412d8/cli/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_2d7ac4d85b9acb81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..705a38ddc27a38b1bde9c64d889d671d93f1347b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:06.961130+00:00", + "ended_at": "2026-05-19T16:13:10.848577+00:00", + "elapsed_ms": 3887.41, + "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_2d7ac4d85b9acb81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d44a980c96f492a786ca6099fc9863f6f30e93c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:11.850236+00:00", + "ended_at": "2026-05-19T16:13:14.533207+00:00", + "elapsed_ms": 2682.88, + "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_2d7ac4d85b9acb81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8c9ccb25451477fd1d962c3393deb3a6774acf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/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 focused_target_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": 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": 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},\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_2d7ac4d85b9acb81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8c9ccb25451477fd1d962c3393deb3a6774acf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/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 focused_target_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": 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": 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},\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_2d7ac4d85b9acb81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21ac602a24be76b207e48c5c8fd0bd66c696d3a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2b0c-72d0-bb49-57aae5e16662"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2d7ac4d85b9acb81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a440ce497949c03fab97526250dbea3c34f345ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2b0c-72d0-bb49-57aae5e16662"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2d7ac4d85b9acb81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8799005047b19882a6ea7eb9a3824f3e19b5fbb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3e16-7bc2-abf3-fdd1bd9f7a16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2d7ac4d85b9acb81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1e4b25c211c8a20c976b2243b6247a4d58b0afa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3e16-7bc2-abf3-fdd1bd9f7a16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2d7ac4d85b9acb81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/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_2d7ac4d85b9acb81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2d7ac4d85b9acb81/cli/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_2e5a1f0e38399a6d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93240f354fab96bbc9ddcba27d6e56e5b66f060f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:16.409169+00:00", + "ended_at": "2026-05-19T16:03:20.034611+00:00", + "elapsed_ms": 3625.42, + "returncode": 1, + "prompt_metrics": { + "chars": 6535, + "bytes_utf8": 6535, + "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_2e5a1f0e38399a6d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ade3d777e179bc3494d26df411d7f45f6eb12aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:21.037176+00:00", + "ended_at": "2026-05-19T16:03:24.426620+00:00", + "elapsed_ms": 3389.4, + "returncode": 1, + "prompt_metrics": { + "chars": 6535, + "bytes_utf8": 6535, + "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_2e5a1f0e38399a6d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b469c9a338f91a7ce22c0d608e8374048e603d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/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=Question Level.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Question Level", + "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": 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}, 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_2e5a1f0e38399a6d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b469c9a338f91a7ce22c0d608e8374048e603d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/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_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=Question Level.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Question Level", + "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": 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}, 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_2e5a1f0e38399a6d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9af7a0fcd19596f273ccdb09e1cf82f4a7d89949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-284c-7410-9d8e-a16a1a7d7efd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2e5a1f0e38399a6d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..384828e226f210fe4bda0522544271e800244bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-284c-7410-9d8e-a16a1a7d7efd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2e5a1f0e38399a6d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4ebf9d5290faef159bbd36b602fc2c6a9a9b409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3a5f-75f2-ac21-98ac49e2a4e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_2e5a1f0e38399a6d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc19d85891b1f17bed174d4c070c1013ee538ab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3a5f-75f2-ac21-98ac49e2a4e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_2e5a1f0e38399a6d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/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_2e5a1f0e38399a6d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_2e5a1f0e38399a6d/cli/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_30098b142d4b1a4c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e63fe0c1316c17971e26f01f03140b7f9f067a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:13.274377+00:00", + "ended_at": "2026-05-19T16:14:16.308354+00:00", + "elapsed_ms": 3033.94, + "returncode": 1, + "prompt_metrics": { + "chars": 6911, + "bytes_utf8": 6911, + "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_30098b142d4b1a4c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7a033f5b873b455d6fb76db3ba2fcd30c1d1f036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:17.309888+00:00", + "ended_at": "2026-05-19T16:14:20.552176+00:00", + "elapsed_ms": 3242.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6911, + "bytes_utf8": 6911, + "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_30098b142d4b1a4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf2c1e8d5b0a5edc69571ca22dfc904b4424987f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Type of Answer, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Student Country", + "condition_value": "Lithuania", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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},\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_30098b142d4b1a4c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf2c1e8d5b0a5edc69571ca22dfc904b4424987f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Type of Answer, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Student Country", + "condition_value": "Lithuania", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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},\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_30098b142d4b1a4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3401afd0aaba1228923e0f43882ea306e4cae8e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2e41-7e71-b1b0-0b6602c929ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_30098b142d4b1a4c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c45f8ba84f7804ccbd5bc037c885c73af4415be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2e41-7e71-b1b0-0b6602c929ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_30098b142d4b1a4c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c857fe10a734a94377976959c648dcfa7969d642 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3dce-7051-a164-7ca7ce4758a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_30098b142d4b1a4c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f3d8b7e0f3d2a953541a088e94f182f7e46a241 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3dce-7051-a164-7ca7ce4758a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_30098b142d4b1a4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/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_30098b142d4b1a4c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_30098b142d4b1a4c/cli/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_39daffbc668ae4ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..875869472b8e30827a19da8756c273df445a3098 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:57.845327+00:00", + "ended_at": "2026-05-19T16:10:00.599235+00:00", + "elapsed_ms": 2753.88, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_39daffbc668ae4ae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44a15fc3c0955e273467a76fd42a75549f2f0b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:01.601157+00:00", + "ended_at": "2026-05-19T16:10:05.939139+00:00", + "elapsed_ms": 4337.95, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_39daffbc668ae4ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3653a6709d28b8c900a36ec791f5e1bd09053f03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Student ID", + "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": "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/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3653a6709d28b8c900a36ec791f5e1bd09053f03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Student ID", + "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": "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/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ca1708ac74febc45494e30e4ad3b161aca33bd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4842-70b1-9f4a-c4b9f9021eb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_39daffbc668ae4ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71ce2689d8b8d6d400acb97e0f0744e34819d9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4842-70b1-9f4a-c4b9f9021eb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_39daffbc668ae4ae/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b8a44133fd5b8240e901e7202f27947e8478935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-56fa-7063-9865-25cad3943a96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_39daffbc668ae4ae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f5c0f6e04985f57b240d098432e27abe8b234f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-56fa-7063-9865-25cad3943a96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_39daffbc668ae4ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/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_39daffbc668ae4ae/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_39daffbc668ae4ae/cli/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_3ac48746ab097d21/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a09365321bb896fa8dde22ebc226c14d5cb5c23f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:09.963275+00:00", + "ended_at": "2026-05-19T16:09:12.851179+00:00", + "elapsed_ms": 2887.88, + "returncode": 1, + "prompt_metrics": { + "chars": 6946, + "bytes_utf8": 6946, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_3ac48746ab097d21/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c2c89059de3acafcfa0db1142e39f105aaeeecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:13.852831+00:00", + "ended_at": "2026-05-19T16:09:16.563608+00:00", + "elapsed_ms": 2710.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6946, + "bytes_utf8": 6946, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_3ac48746ab097d21/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94dca70ae1722f2b6d1a411e9066673ab50c8c10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Type of Answer, group_col_2=Topic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Type of Answer", + "group_col_2": "Topic", + "predicate_col": "Subtopic", + "predicate_op": "=", + "predicate_value": "Elementary Geometry", + "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": 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}, {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/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94dca70ae1722f2b6d1a411e9066673ab50c8c10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Type of Answer, group_col_2=Topic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Type of Answer", + "group_col_2": "Topic", + "predicate_col": "Subtopic", + "predicate_op": "=", + "predicate_value": "Elementary Geometry", + "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": 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}, {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/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e5056a1530a470981d99647b52317675858cc7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8d5d-7ef2-bd61-a55b28e501c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3ac48746ab097d21/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d4506d44e0a4f69ed0109b0b93555055a0212b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8d5d-7ef2-bd61-a55b28e501c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3ac48746ab097d21/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd1c911758ef23902b29b19b3e8f8a6c07a466b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9c77-72a3-9583-6475b01423cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3ac48746ab097d21/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e68e1abeb4cf59cc41a432f7877d0e0f5b228f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9c77-72a3-9583-6475b01423cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3ac48746ab097d21/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/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_3ac48746ab097d21/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3ac48746ab097d21/cli/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_3c05af6591383da6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..432beb21cbdebcffd0a19b48d1bb661d959ccb1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:07.930947+00:00", + "ended_at": "2026-05-19T16:19:15.339952+00:00", + "elapsed_ms": 7408.98, + "returncode": 1, + "prompt_metrics": { + "chars": 6619, + "bytes_utf8": 6619, + "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_3c05af6591383da6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6a5b8b727adea4bcf0f38d5bcc8c9336539d8ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:16.341956+00:00", + "ended_at": "2026-05-19T16:19:19.518847+00:00", + "elapsed_ms": 3176.84, + "returncode": 1, + "prompt_metrics": { + "chars": 6619, + "bytes_utf8": 6619, + "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_3c05af6591383da6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe73ee7472fd5624048f203a20cea0b71c15252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/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_mass_similarity 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": 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": 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\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_3c05af6591383da6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe73ee7472fd5624048f203a20cea0b71c15252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/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_mass_similarity 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": 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": 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\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_3c05af6591383da6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d13ab5753ca485b6bb8abfb584571c8bd894bcdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ad1b-7fe3-bb56-e15545a18702"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3c05af6591383da6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5ca351f08c84d882252c125b03b025a465bb708 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ad1b-7fe3-bb56-e15545a18702"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3c05af6591383da6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fae4b494a2d8466737ea3cdf0257f126f23ff47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ce0f-7641-a2ab-b15bd4d2d828"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_3c05af6591383da6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c744520de98981a6e7e85f182079ddd9628daec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ce0f-7641-a2ab-b15bd4d2d828"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_3c05af6591383da6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/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_3c05af6591383da6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_3c05af6591383da6/cli/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_47c8bdda4a83f0de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..271f1c58609504143d700f74b81d44289f1a3c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:19.126113+00:00", + "ended_at": "2026-05-19T16:16:22.578753+00:00", + "elapsed_ms": 3452.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_47c8bdda4a83f0de/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eaa513c444df222c84384482e2dacfe479fc09a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:23.581526+00:00", + "ended_at": "2026-05-19T16:16:31.731139+00:00", + "elapsed_ms": 8149.56, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_47c8bdda4a83f0de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0051cd4d657b7a08bd9073682c2f9e26b4c156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Question ID", + "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": 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 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/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0051cd4d657b7a08bd9073682c2f9e26b4c156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Question ID", + "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": 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 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/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a612b7528dfcb0a35a3dfdb8f6e7c9f740eed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1a1e-7f13-b80c-40c61340ead9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_47c8bdda4a83f0de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba83ecb727d44ff84afe23f976d376c1127159b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1a1e-7f13-b80c-40c61340ead9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_47c8bdda4a83f0de/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54099a8109dffd875385e06319efc04c066cdd28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-2ba5-7b70-b7c2-2e61a7d25ecc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_47c8bdda4a83f0de/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa19a52f4d71184dc589618bd3096ce93552b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-2ba5-7b70-b7c2-2e61a7d25ecc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_47c8bdda4a83f0de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/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_47c8bdda4a83f0de/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47c8bdda4a83f0de/cli/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_47d3b45a9ccec9aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c40812c8deff29d0ef2b9fc77b90da71e1aee58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:19.769051+00:00", + "ended_at": "2026-05-19T16:21:23.265885+00:00", + "elapsed_ms": 3496.8, + "returncode": 1, + "prompt_metrics": { + "chars": 6713, + "bytes_utf8": 6713, + "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_47d3b45a9ccec9aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67759ebae28942e21b9f0f7a1113ded84deaf3cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:24.267851+00:00", + "ended_at": "2026-05-19T16:21:26.970577+00:00", + "elapsed_ms": 2702.68, + "returncode": 1, + "prompt_metrics": { + "chars": 6713, + "bytes_utf8": 6713, + "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_47d3b45a9ccec9aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..365eaddc1ed7a2b811f32cfc8f6526bb33316ed5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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 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_47d3b45a9ccec9aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..365eaddc1ed7a2b811f32cfc8f6526bb33316ed5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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 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_47d3b45a9ccec9aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff4b8c4831900d6eafa10b2e6722342696b2dd8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-b01f-7050-b728-1820d20715f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_47d3b45a9ccec9aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dbcd910cc6dcc55779705cb0a2c18a615f9ae9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-b01f-7050-b728-1820d20715f6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_47d3b45a9ccec9aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..795db4488d3f623bee3fdf9eba4c43d43cffe579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c1cb-7380-97c0-01bf63d67ea1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_47d3b45a9ccec9aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5bbbbe13fd251ebfc6d2f1f4fc697be69cffabf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c1cb-7380-97c0-01bf63d67ea1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_47d3b45a9ccec9aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/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_47d3b45a9ccec9aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_47d3b45a9ccec9aa/cli/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_482e8b8a13075eea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f01c0972c1486e08e0209060bc236c8d673bce12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:15.584392+00:00", + "ended_at": "2026-05-19T16:18:18.783741+00:00", + "elapsed_ms": 3199.31, + "returncode": 1, + "prompt_metrics": { + "chars": 6597, + "bytes_utf8": 6597, + "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_482e8b8a13075eea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac3f53dded78133c0d9b91a906eca31fc2d4926d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:19.785298+00:00", + "ended_at": "2026-05-19T16:18:23.052450+00:00", + "elapsed_ms": 3267.12, + "returncode": 1, + "prompt_metrics": { + "chars": 6597, + "bytes_utf8": 6597, + "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_482e8b8a13075eea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b30e98b3cc815c3f82553d31a4cdb36751e8334d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/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_mass_similarity with semantic role count_distribution. Focus on group_col=Topic.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Topic", + "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": 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\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_482e8b8a13075eea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b30e98b3cc815c3f82553d31a4cdb36751e8334d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/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_mass_similarity with semantic role count_distribution. Focus on group_col=Topic.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Topic", + "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": 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\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_482e8b8a13075eea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05ecccac4eb954edb5ce48633324327a809df369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e0e5-7e00-b135-9f8a5740fbf4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_482e8b8a13075eea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a84b51b3bf5aad068c86d33531ca318ecc0b28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e0e5-7e00-b135-9f8a5740fbf4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_482e8b8a13075eea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7a14bf0520bbc76296474e493999e1e6786df5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f122-79d3-a06b-f1b767094a3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_482e8b8a13075eea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c562e02ce28ad9dfaaa663157ae2f3708a3e9cf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f122-79d3-a06b-f1b767094a3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_482e8b8a13075eea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/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_482e8b8a13075eea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_482e8b8a13075eea/cli/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_4b15353fd688c675/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20ef65c7249b4b523b04052a9443680bf4cfc948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:52.390461+00:00", + "ended_at": "2026-05-19T16:15:55.607215+00:00", + "elapsed_ms": 3216.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6911, + "bytes_utf8": 6911, + "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_4b15353fd688c675/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81b0644ebbbed1b0f22787959d4613b714ad2b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:56.609722+00:00", + "ended_at": "2026-05-19T16:16:08.375967+00:00", + "elapsed_ms": 11766.19, + "returncode": 1, + "prompt_metrics": { + "chars": 6911, + "bytes_utf8": 6911, + "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_4b15353fd688c675/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a007c4ffe86ba00efe90a630c401c051671fd6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Question Level, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Question Level", + "condition_col": "Student Country", + "condition_value": "Lithuania", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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},\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_4b15353fd688c675/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a007c4ffe86ba00efe90a630c401c051671fd6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Question Level, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Question Level", + "condition_col": "Student Country", + "condition_value": "Lithuania", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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},\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_4b15353fd688c675/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05abb63b1d4962d8a6b68e2d7837f946e58abb0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b135-7511-8636-cb9952c4c2bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4b15353fd688c675/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce1e465d648e2784f39294379e8146a8ed7b5fa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b135-7511-8636-cb9952c4c2bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4b15353fd688c675/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f79393fa0d2d3b421d9052a6df19b3791f1a73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c1be-7d30-a157-64bea00deed0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4b15353fd688c675/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb363502dc37e79b94dd33bee5302d0525e76ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c1be-7d30-a157-64bea00deed0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4b15353fd688c675/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/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_4b15353fd688c675/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b15353fd688c675/cli/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_4b1a0da51d309eb1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bc364fabd03938e966ed9c1ab32fffe2a68d7e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6519, "bytes_utf8": 6519, "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": 281, "bytes_utf8": 281, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13874, "cached_input_tokens": 12672, "output_tokens": 239, "reasoning_output_tokens": 166}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80dfbcefcf4ae20b3fe5bb428797bff2b7a7d31d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/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_4b1a0da51d309eb1", + "api_calls": 0, + "input_tokens": 13874, + "cached_input_tokens": 12672, + "output_tokens": 239, + "total_tokens": 14113, + "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": 7852.52, + "sql_execution_elapsed_ms_total": 3.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/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_4b1a0da51d309eb1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6cd8e91d69c0dfbedd4cabb60dd4b56a65197158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:24.429615+00:00", + "ended_at": "2026-05-19T16:03:32.282166+00:00", + "elapsed_ms": 7852.52, + "prompt_metrics": { + "chars": 6519, + "bytes_utf8": 6519, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 627, + "bytes_utf8": 627, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13874, + "cached_input_tokens": 12672, + "output_tokens": 239, + "reasoning_output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_4b1a0da51d309eb1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c147aa0c3d273ddd1a4077d3fc8b68bb69e4f716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/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=Topic.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Topic", + "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": 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_4b1a0da51d309eb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bca65e928fcad305eb7de62683fc018e2cbd479 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-479d-7d61-8536-0f70117c4549"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Topic\\\", COUNT(*) AS row_count\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Topic\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"Topic\\\" to show subgroup size distribution by topic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13874,"cached_input_tokens":12672,"output_tokens":239,"reasoning_output_tokens":166}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd258c4c7338ca64cf5a3697c548205d28acda41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Topic\", COUNT(*) AS row_count\nFROM \"c6\"\nGROUP BY \"Topic\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"Topic\" to show subgroup size distribution by topic."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4b1a0da51d309eb1/cli/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_4c76db988bd5e120/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a29268f0a66a6816253f1bfd8be6716ad3d35f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:17.151048+00:00", + "ended_at": "2026-05-19T16:12:20.160638+00:00", + "elapsed_ms": 3009.56, + "returncode": 1, + "prompt_metrics": { + "chars": 6798, + "bytes_utf8": 6798, + "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_4c76db988bd5e120/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19f88c00eea694e52d181598f970a9f78c9bec1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:21.163180+00:00", + "ended_at": "2026-05-19T16:12:24.483328+00:00", + "elapsed_ms": 3320.11, + "returncode": 1, + "prompt_metrics": { + "chars": 6798, + "bytes_utf8": 6798, + "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_4c76db988bd5e120/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d44aba06d6bb254153af4762eb4159d7dc56c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/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=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 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_4c76db988bd5e120/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d44aba06d6bb254153af4762eb4159d7dc56c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/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=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 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_4c76db988bd5e120/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f9ac37f52dee1212efca97a3ccad7464d6531d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6874-7973-8fc1-e7ae49cdaae5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4c76db988bd5e120/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bb6ffe46c8d58066b82566a74061c57508dca4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6874-7973-8fc1-e7ae49cdaae5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4c76db988bd5e120/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de36e7f41071f579a43bc3978f13429111c22e30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-784e-7a03-b367-4db2d442f48e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4c76db988bd5e120/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2651b7e7220c3e17728ea427fcb5581ca5ecfaa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-784e-7a03-b367-4db2d442f48e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4c76db988bd5e120/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/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_4c76db988bd5e120/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4c76db988bd5e120/cli/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_4e0be801770a1a23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2dde7dbca76bc990a6832666fefed6754f8ce25e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:22.629933+00:00", + "ended_at": "2026-05-19T16:20:26.083377+00:00", + "elapsed_ms": 3453.41, + "returncode": 1, + "prompt_metrics": { + "chars": 6704, + "bytes_utf8": 6704, + "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_4e0be801770a1a23/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c45844f890d96aa1625ae7b7a5d607549603aaef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:27.085478+00:00", + "ended_at": "2026-05-19T16:20:31.636688+00:00", + "elapsed_ms": 4551.17, + "returncode": 1, + "prompt_metrics": { + "chars": 6704, + "bytes_utf8": 6704, + "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_4e0be801770a1a23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0349b168fa5764931eeece7c7460f2b4360526ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/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=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 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_4e0be801770a1a23/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0349b168fa5764931eeece7c7460f2b4360526ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/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=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 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_4e0be801770a1a23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efcf8a991646cffe69b3341b1c197f457761030c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d0f1-7980-b03b-56f98159b568"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4e0be801770a1a23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..098e210ea3cd737655c8082e9b9301236d8a2be9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d0f1-7980-b03b-56f98159b568"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4e0be801770a1a23/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9621ac934d584a83d7f2923d0bbf956c415a27c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e266-7863-82e4-eede8cae8b99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4e0be801770a1a23/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d3899d3390452e3a928b09f430b7006a828c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e266-7863-82e4-eede8cae8b99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4e0be801770a1a23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/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_4e0be801770a1a23/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e0be801770a1a23/cli/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_4e45387abda11318/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2049e1eea9e06e75dd6c6ccb1c09acb0192ab28d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:45.035340+00:00", + "ended_at": "2026-05-19T16:10:50.282815+00:00", + "elapsed_ms": 5247.45, + "returncode": 1, + "prompt_metrics": { + "chars": 7176, + "bytes_utf8": 7176, + "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_4e45387abda11318/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d817736e4979bcd9396f0a77eabdf32732ef268 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:51.284609+00:00", + "ended_at": "2026-05-19T16:10:54.180572+00:00", + "elapsed_ms": 2895.93, + "returncode": 1, + "prompt_metrics": { + "chars": 7176, + "bytes_utf8": 7176, + "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_4e45387abda11318/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c74ae8245c73f9bbe7eaf80ffd82b5596521d8e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 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": "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/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c74ae8245c73f9bbe7eaf80ffd82b5596521d8e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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": 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": "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/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8910baa6000a6573233e6214052cca015da07c5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-00a4-7ae0-b341-c49d49589910"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4e45387abda11318/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0b92e805e99c1187c75d8f83882f04c903b366c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-00a4-7ae0-b341-c49d49589910"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4e45387abda11318/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fe989af57a7a129c96308e0a39f51d5186f9a05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-191b-7a83-af4e-c0851fa31628"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_4e45387abda11318/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f567074dab7acd5ee3c5651c9d31b323e6d27bd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-191b-7a83-af4e-c0851fa31628"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_4e45387abda11318/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/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_4e45387abda11318/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_4e45387abda11318/cli/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_578b30ddc77b19de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a97a21be002fc0de4cfca8973a7746d73bcd7326 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:46.291465+00:00", + "ended_at": "2026-05-19T16:08:50.179122+00:00", + "elapsed_ms": 3887.63, + "returncode": 1, + "prompt_metrics": { + "chars": 6938, + "bytes_utf8": 6938, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_578b30ddc77b19de/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d352fa25a4600f4f7361c191e3ad06f66bb6840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:51.180718+00:00", + "ended_at": "2026-05-19T16:08:55.569433+00:00", + "elapsed_ms": 4388.68, + "returncode": 1, + "prompt_metrics": { + "chars": 6938, + "bytes_utf8": 6938, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_578b30ddc77b19de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..373cb32121309b9152aa975f0742197624d26c22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Topic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Topic", + "predicate_col": "Type of Answer", + "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": 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}, {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/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..373cb32121309b9152aa975f0742197624d26c22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Topic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Topic", + "predicate_col": "Type of Answer", + "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": 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}, {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/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ced145b18a2af03a6bb95b76146e49d4c64aae5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-30d5-7d60-90a5-2dfc8b87a6f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_578b30ddc77b19de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..980f2a8fc818cf8d08986276b185973ac3ff18c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-30d5-7d60-90a5-2dfc8b87a6f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_578b30ddc77b19de/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa58356f15f5efce3b509b7abf6874efc831bf18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-4412-7a72-a420-4b1a2bde76b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_578b30ddc77b19de/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..207212f184a621438a61f699072b0e2a76918d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-4412-7a72-a420-4b1a2bde76b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_578b30ddc77b19de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/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_578b30ddc77b19de/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_578b30ddc77b19de/cli/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_57abf27203b7a3d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc61f06d078a05a4ea79d9cde9b4e2668497a04d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:39.366830+00:00", + "ended_at": "2026-05-19T16:15:48.206106+00:00", + "elapsed_ms": 8839.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6913, + "bytes_utf8": 6913, + "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_57abf27203b7a3d7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a7b961a00e7d437d52baca52ea19c6a15ad9763 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:49.207649+00:00", + "ended_at": "2026-05-19T16:15:52.387550+00:00", + "elapsed_ms": 3179.87, + "returncode": 1, + "prompt_metrics": { + "chars": 6913, + "bytes_utf8": 6913, + "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_57abf27203b7a3d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db79b810d9047c89c5f11fe818279d9fcdc7eaff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/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 dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Question Level, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "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": "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_57abf27203b7a3d7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db79b810d9047c89c5f11fe818279d9fcdc7eaff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/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 dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Question Level, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "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": "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_57abf27203b7a3d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd8fa63df01c7fe028e8b4e65f369ea16454f0a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7e63-7fa0-a712-94ae717a812c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_57abf27203b7a3d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d6c601e5227a6343a349ce51ebfd2fc5fd4822c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7e63-7fa0-a712-94ae717a812c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_57abf27203b7a3d7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1dd823fbd91f60029f00541fd15d84a1ccac787 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a4e1-7563-b0c9-9e65672f80c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_57abf27203b7a3d7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a74ce14d143b5372ff64dd2c58b2a7255e36b7fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a4e1-7563-b0c9-9e65672f80c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_57abf27203b7a3d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/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_57abf27203b7a3d7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_57abf27203b7a3d7/cli/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_5a80c2cc9fd210ec/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dc0f48d9ebb4b5ca0b74faa3c4fdd86ee8f4393 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6631, "bytes_utf8": 6631, "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": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13903, "cached_input_tokens": 12032, "output_tokens": 423, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78f65c43c33f94d90022ee1619e2e6fe7a6eb848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/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_5a80c2cc9fd210ec", + "api_calls": 0, + "input_tokens": 13903, + "cached_input_tokens": 12032, + "output_tokens": 423, + "total_tokens": 14326, + "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": 11001.89, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/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_5a80c2cc9fd210ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba0e5d8b6494c356ec8a8ce340990c666314f264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/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": "2026-05-19T16:00:52.012819+00:00", + "ended_at": "2026-05-19T16:01:03.014743+00:00", + "elapsed_ms": 11001.89, + "prompt_metrics": { + "chars": 6631, + "bytes_utf8": 6631, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 391, + "bytes_utf8": 391, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13903, + "cached_input_tokens": 12032, + "output_tokens": 423, + "reasoning_output_tokens": 319 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_5a80c2cc9fd210ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23fe431836bb7c54641e4892e06c10564ff7c0b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/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=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": "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_5a80c2cc9fd210ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d3f045a1689f11f6ad372ddc2ed4f1669b9d4e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f45d-7d02-93a1-f889d4f56698"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Question Level\\\", SUM(CAST(\\\"Student ID\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Question Level\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"Question Level\\\" and measure_col=\\\"Student ID\\\". CAST is used because \\\"Student ID\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13903,"cached_input_tokens":12032,"output_tokens":423,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f9b0ea6e3d5507119422e86983da958b436fae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Question Level\", SUM(CAST(\"Student ID\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c6\"\nGROUP BY \"Question Level\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the grouped numeric sum template with group_col=\"Question Level\" and measure_col=\"Student ID\". CAST is used because \"Student ID\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5a80c2cc9fd210ec/cli/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_5b91d602cc32cfb2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f325f27ac03700428744aa91621df048fc0e8a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:31.639284+00:00", + "ended_at": "2026-05-19T16:20:34.751042+00:00", + "elapsed_ms": 3111.68, + "returncode": 1, + "prompt_metrics": { + "chars": 6715, + "bytes_utf8": 6715, + "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_5b91d602cc32cfb2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b3c737f6dff37ab23932cf675bee0b2e31f2746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:35.753898+00:00", + "ended_at": "2026-05-19T16:20:38.936455+00:00", + "elapsed_ms": 3182.51, + "returncode": 1, + "prompt_metrics": { + "chars": 6715, + "bytes_utf8": 6715, + "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_5b91d602cc32cfb2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5697aab88ad29e4a627512bbfa0707b223aa0047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 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 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_5b91d602cc32cfb2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5697aab88ad29e4a627512bbfa0707b223aa0047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 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 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_5b91d602cc32cfb2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b5df54583c8f16c1f419a4e80591ffa2dd997ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_1.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."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..901776ad08144bc009f8cda51a62a16baf1a5343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-0449-7892-8673-d3b7ac0bb1c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ff13b10926836ab487627f74811d63536b47c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-0449-7892-8673-d3b7ac0bb1c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5b91d602cc32cfb2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5b91d602cc32cfb2/cli/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_5c15b2c5cf23cb45/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..552e73a6e29ba4b79a3389932549558369435925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:51.106940+00:00", + "ended_at": "2026-05-19T16:09:54.117595+00:00", + "elapsed_ms": 3010.63, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_5c15b2c5cf23cb45/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59408c047a60e03e82a84c2322562ff443033e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:55.119155+00:00", + "ended_at": "2026-05-19T16:09:57.842418+00:00", + "elapsed_ms": 2723.23, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_5c15b2c5cf23cb45/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba981002d9dab816fe3e73c9786dddec5eda6fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba981002d9dab816fe3e73c9786dddec5eda6fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ea0c95a47c289f83fafbdeeae7243ae6807028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2e12-7ae0-8176-52c2546a49bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5c15b2c5cf23cb45/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b6f969ebb18b072d0e2155bc40769ae4e737ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2e12-7ae0-8176-52c2546a49bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5c15b2c5cf23cb45/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56864fea78ba665db007d2f5361cad0f1a62b55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3dd1-7e90-a82a-095f15e1386f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5c15b2c5cf23cb45/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcdfcfaf1b761927ba64edbc0261a657b6194e0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3dd1-7e90-a82a-095f15e1386f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5c15b2c5cf23cb45/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/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_5c15b2c5cf23cb45/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c15b2c5cf23cb45/cli/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_5c57a64e7ff6bce2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24ed72625c971daee4cb71e961ba08a61806ae89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:28.471195+00:00", + "ended_at": "2026-05-19T16:14:32.935141+00:00", + "elapsed_ms": 4463.92, + "returncode": 1, + "prompt_metrics": { + "chars": 6881, + "bytes_utf8": 6881, + "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_5c57a64e7ff6bce2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fc74d3f0eb721a0ac764398199d60c8055b970e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:33.936936+00:00", + "ended_at": "2026-05-19T16:14:36.834128+00:00", + "elapsed_ms": 2897.14, + "returncode": 1, + "prompt_metrics": { + "chars": 6881, + "bytes_utf8": 6881, + "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_5c57a64e7ff6bce2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b41c7d45719642d69bbdc04198cefdb8220e6171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/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=Question Level, condition_col=Type of Answer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Question Level", + "condition_col": "Type of Answer", + "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": 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_5c57a64e7ff6bce2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b41c7d45719642d69bbdc04198cefdb8220e6171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/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=Question Level, condition_col=Type of Answer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Question Level", + "condition_col": "Type of Answer", + "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": 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_5c57a64e7ff6bce2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b48e18e97244c9f96d6af3cbee5be7b385c3b4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-698a-77b3-b476-671595b43827"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5c57a64e7ff6bce2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6faf2d0c99a624235b7dcd70a1c550e5ec56c11f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-698a-77b3-b476-671595b43827"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5c57a64e7ff6bce2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2180cec0d23ac963d87ad63e205f14f06c6d18f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-7f09-7bb2-b222-eaf5756a88bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5c57a64e7ff6bce2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf9e431eb8bba8f32bc6144126ef9def9df09b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-7f09-7bb2-b222-eaf5756a88bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5c57a64e7ff6bce2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/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_5c57a64e7ff6bce2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5c57a64e7ff6bce2/cli/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_5e7f7232460fa754/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8ee26f218f22efef148c2f0d4e9d6146cdfce54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:37.467516+00:00", + "ended_at": "2026-05-19T16:17:40.911980+00:00", + "elapsed_ms": 3444.4, + "returncode": 1, + "prompt_metrics": { + "chars": 6617, + "bytes_utf8": 6617, + "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_5e7f7232460fa754/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78681a65c44e94e909674ef34e568e908b002f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:41.914475+00:00", + "ended_at": "2026-05-19T16:17:45.224652+00:00", + "elapsed_ms": 3310.12, + "returncode": 1, + "prompt_metrics": { + "chars": 6617, + "bytes_utf8": 6617, + "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_5e7f7232460fa754/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f98f6647f9f03ce8fbf8b3fa805ab837b32a94f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/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_mass_similarity 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": 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\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_5e7f7232460fa754/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f98f6647f9f03ce8fbf8b3fa805ab837b32a94f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/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_mass_similarity 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": 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\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_5e7f7232460fa754/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43395f0cb52c521cea117abedde3147f8977d0cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-4c34-76f1-bf34-9b1b8a8ce495"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5e7f7232460fa754/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a7d72b7a26c63a58adcb6c2a95b44e69cf90602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-4c34-76f1-bf34-9b1b8a8ce495"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5e7f7232460fa754/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a3ab6461bde5549fc9a103c98fb0e5df3b819d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-5da1-7390-bd53-e881b9f773ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_5e7f7232460fa754/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e30717e23e3569e577286dde490edafc7151ae99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-5da1-7390-bd53-e881b9f773ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5e7f7232460fa754/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/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_5e7f7232460fa754/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5e7f7232460fa754/cli/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_5ee6b6d3318fa36b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6dac02b340324e4ec0054d9d8afea15940933a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:09.726856+00:00", + "ended_at": "2026-05-19T16:12:12.920641+00:00", + "elapsed_ms": 3193.76, + "returncode": 1, + "prompt_metrics": { + "chars": 6798, + "bytes_utf8": 6798, + "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_5ee6b6d3318fa36b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e67bede422dcc9014d5a00356c323a89bdaff15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:13.922264+00:00", + "ended_at": "2026-05-19T16:12:17.148278+00:00", + "elapsed_ms": 3225.99, + "returncode": 1, + "prompt_metrics": { + "chars": 6798, + "bytes_utf8": 6798, + "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_5ee6b6d3318fa36b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3541ab8b806b4c00985df33d0458415bfe1ab515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4b7c-7ae0-bd55-3a8cb581d680"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5ee6b6d3318fa36b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aaee515f91bf75a268d9d9a845c47179621bc10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-5bf7-71c2-b570-0a603aaa881f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_5ee6b6d3318fa36b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/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_5ee6b6d3318fa36b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_5ee6b6d3318fa36b/cli/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_64d9908392570caf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50d400ed7f4df1b786d89c610d51c0f324f82fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:45.574447+00:00", + "ended_at": "2026-05-19T16:12:48.560772+00:00", + "elapsed_ms": 2986.3, + "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_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_64d9908392570caf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2ec629568f5230dfe8fd3c442849b7024a4341a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/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=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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_64d9908392570caf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2ec629568f5230dfe8fd3c442849b7024a4341a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/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=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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_64d9908392570caf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..beda7cbb34bddb27b1e9552310bd1179b410d496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_1.raw.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."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e17737a65b0f486ac054c298f83cd4dc00a54ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_response_attempt_2.raw.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."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_64d9908392570caf/cli/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_68ba9da253ba59fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7afb3344f0e03e9f57f3bf854be74bb120b22e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:02.375257+00:00", + "ended_at": "2026-05-19T16:20:05.698143+00:00", + "elapsed_ms": 3322.86, + "returncode": 1, + "prompt_metrics": { + "chars": 6700, + "bytes_utf8": 6700, + "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_68ba9da253ba59fa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce70e8ea9129bdde718d77e948602c2422609f21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:06.700675+00:00", + "ended_at": "2026-05-19T16:20:14.423258+00:00", + "elapsed_ms": 7722.54, + "returncode": 1, + "prompt_metrics": { + "chars": 6700, + "bytes_utf8": 6700, + "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_68ba9da253ba59fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf47fcae79319f87277da0732c5994a934e6bb49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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 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_68ba9da253ba59fa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf47fcae79319f87277da0732c5994a934e6bb49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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 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_68ba9da253ba59fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa4e3c30597240b3e6bf40e686cbbf049884f007 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-81c0-7670-88fb-8883d68873fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_68ba9da253ba59fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d31a7be10d5de03e1fd9707688e2c582481cfd08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-81c0-7670-88fb-8883d68873fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_68ba9da253ba59fa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2fb3a53fc061ede9afb348888b423ed4720a07a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-92b6-7c32-93ed-871dc293888a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_68ba9da253ba59fa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e85c0d1a41b64ddf8ce00c3791077f75882b19b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-92b6-7c32-93ed-871dc293888a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_68ba9da253ba59fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/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_68ba9da253ba59fa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_68ba9da253ba59fa/cli/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_6b9cc2a0b0be21b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d9d2f89978eca8cf5eb34744346ce6e16876a9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:52.646611+00:00", + "ended_at": "2026-05-19T16:12:55.859861+00:00", + "elapsed_ms": 3213.22, + "returncode": 1, + "prompt_metrics": { + "chars": 6809, + "bytes_utf8": 6809, + "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_6b9cc2a0b0be21b8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4b7b515b4062ef3f7633fc752d98d16ffa81d08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:56.861645+00:00", + "ended_at": "2026-05-19T16:12:59.784150+00:00", + "elapsed_ms": 2922.47, + "returncode": 1, + "prompt_metrics": { + "chars": 6809, + "bytes_utf8": 6809, + "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_6b9cc2a0b0be21b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9276e6e5d5530593185c3db54a5a58248a51c789 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/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=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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 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_6b9cc2a0b0be21b8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9276e6e5d5530593185c3db54a5a58248a51c789 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/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=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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 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_6b9cc2a0b0be21b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99bd051da39e123d95deba7d26c983c6b3948914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f345-74a3-a833-7f653b0a08ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6b9cc2a0b0be21b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0216fbfad7dd597b3df62943b630c671be443d8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f345-74a3-a833-7f653b0a08ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6b9cc2a0b0be21b8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4dfd34af15ce156fe44ed5333f08ea03169f90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-03b4-7ec1-ae36-35be5d41046b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6b9cc2a0b0be21b8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f6d3d809bc536eb4eb497aa5e63cf5cbcaaee5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-03b4-7ec1-ae36-35be5d41046b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6b9cc2a0b0be21b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/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_6b9cc2a0b0be21b8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6b9cc2a0b0be21b8/cli/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_6ef4e02502b1c98e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc6acafe2257a87ff82b7648368d7296f7f35750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:41.870918+00:00", + "ended_at": "2026-05-19T16:16:44.996292+00:00", + "elapsed_ms": 3125.32, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_6ef4e02502b1c98e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b083afbe4b8f10c8cdf3bbd8b8d64efad7f3a1a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:45.999712+00:00", + "ended_at": "2026-05-19T16:16:50.051819+00:00", + "elapsed_ms": 4052.04, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_6ef4e02502b1c98e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34df36c0c07cc521f59a3cc83656572421cb7d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Question ID", + "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": 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 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/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..34df36c0c07cc521f59a3cc83656572421cb7d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Question ID", + "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": 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 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/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f52903a370cf104548a766c390cbb5354e5e289b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-7304-7322-ac5c-c1b8407f0422"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6ef4e02502b1c98e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64246fffa01778f67cb9324f8ec9892473302475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-7304-7322-ac5c-c1b8407f0422"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6ef4e02502b1c98e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92c63057d33a59d0bf3fc9765abd965d01981a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8335-7711-9114-ffb648f3770e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_6ef4e02502b1c98e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5098091082e24b6e5312af38698c1a76c857449c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8335-7711-9114-ffb648f3770e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_6ef4e02502b1c98e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/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_6ef4e02502b1c98e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_6ef4e02502b1c98e/cli/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_73de86f54608dcc8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d40256edba0182a3c825069b9df1063a01e675aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:37.793518+00:00", + "ended_at": "2026-05-19T16:11:42.805943+00:00", + "elapsed_ms": 5012.4, + "returncode": 1, + "prompt_metrics": { + "chars": 7167, + "bytes_utf8": 7167, + "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_73de86f54608dcc8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e54a6dd1c12e357f53785ce331e6edf55b690373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:43.807503+00:00", + "ended_at": "2026-05-19T16:11:47.011870+00:00", + "elapsed_ms": 3204.33, + "returncode": 1, + "prompt_metrics": { + "chars": 7167, + "bytes_utf8": 7167, + "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_73de86f54608dcc8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2d21e81e633e1bb6834d0aaeb232fe7f70acc34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "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": 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}, 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/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2d21e81e633e1bb6834d0aaeb232fe7f70acc34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "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": 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}, 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/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67cee871331d84a218975b9e0e2e3d30851961dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-cf0e-74f1-be1f-f31d7f048544"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_73de86f54608dcc8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f38001724e3de98b6cb286736abe1cb4ce8def51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-cf0e-74f1-be1f-f31d7f048544"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_73de86f54608dcc8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32a75852a2b4199a1a0a250edc00416aefa1d2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-e655-7343-9050-eb0e8f4ef6d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_73de86f54608dcc8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ef22a42eefd3c1fd63795098cf6b2a4c65260d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-e655-7343-9050-eb0e8f4ef6d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_73de86f54608dcc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/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_73de86f54608dcc8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_73de86f54608dcc8/cli/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_740b7fd1df3db2e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0b0df5b1bc311bd22f4c90719d84d2de4e3d7ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:02.846907+00:00", + "ended_at": "2026-05-19T16:09:05.792663+00:00", + "elapsed_ms": 2945.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6961, + "bytes_utf8": 6961, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_740b7fd1df3db2e1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ce165d623afa9c8d6b554f5824e37a8da47a57f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:06.794320+00:00", + "ended_at": "2026-05-19T16:09:09.960439+00:00", + "elapsed_ms": 3166.09, + "returncode": 1, + "prompt_metrics": { + "chars": 6961, + "bytes_utf8": 6961, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_740b7fd1df3db2e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d057733c943eac7323ecc58867768d63974be839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Type of Answer, group_col_2=Question Level.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Type of Answer", + "group_col_2": "Question Level", + "predicate_col": "Topic", + "predicate_op": "=", + "predicate_value": "Numerical Methods", + "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}, {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/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d057733c943eac7323ecc58867768d63974be839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Type of Answer, group_col_2=Question Level.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Type of Answer", + "group_col_2": "Question Level", + "predicate_col": "Topic", + "predicate_op": "=", + "predicate_value": "Numerical Methods", + "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}, {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/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aacd18f0f878c6f3a10ba96540d699dee8a56fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-716e-7151-bea1-06e37ecff285"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_740b7fd1df3db2e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6044f9861905e020090787e21366f28df7595c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-716e-7151-bea1-06e37ecff285"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_740b7fd1df3db2e1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..057485a6cf98652c5199b91df84af130fe7ba243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-80e1-74c0-b4a5-18ad79ee65ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_740b7fd1df3db2e1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bbb0cc3701f6e3a6f024d37965d88161b0366d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-80e1-74c0-b4a5-18ad79ee65ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_740b7fd1df3db2e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/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_740b7fd1df3db2e1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_740b7fd1df3db2e1/cli/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_74ff667f7553f3f6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adcc04d6d5bc265b705f518dc539fafec39c8235 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6517, "bytes_utf8": 6517, "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": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13873, "cached_input_tokens": 12672, "output_tokens": 167, "reasoning_output_tokens": 90}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f82b5db4f5549d2d518959fed60b02723b337271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/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_74ff667f7553f3f6", + "api_calls": 0, + "input_tokens": 13873, + "cached_input_tokens": 12672, + "output_tokens": 167, + "total_tokens": 14040, + "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": 6378.92, + "sql_execution_elapsed_ms_total": 6.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/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_74ff667f7553f3f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a053475e9ecffa706044b3ad1c09d9f025a2ef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/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": "2026-05-19T16:02:45.425868+00:00", + "ended_at": "2026-05-19T16:02:51.804825+00:00", + "elapsed_ms": 6378.92, + "prompt_metrics": { + "chars": 6517, + "bytes_utf8": 6517, + "lines": 190, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13873, + "cached_input_tokens": 12672, + "output_tokens": 167, + "reasoning_output_tokens": 90 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_74ff667f7553f3f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4701e431ab4bc46b2b98daac865cf91a9266766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/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=Topic.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Topic", + "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": 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}, 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_74ff667f7553f3f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76d01d4f17804db6d846fbd4ddda8378e82ef19c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-af41-74d2-94f5-56ed4594b9fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Topic\\\", COUNT(*) AS row_count\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Topic\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"Topic\\\" on the single table \\\"c6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13873,"cached_input_tokens":12672,"output_tokens":167,"reasoning_output_tokens":90}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d62379c32a66d809af72a2e3341e8e85ab3916a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Topic\", COUNT(*) AS row_count\nFROM \"c6\"\nGROUP BY \"Topic\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"Topic\" on the single table \"c6\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_74ff667f7553f3f6/cli/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_75926636c31b8e63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b825e91935f8e6d5321f6bc029f785e085003f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:53.643440+00:00", + "ended_at": "2026-05-19T16:05:56.891669+00:00", + "elapsed_ms": 3248.2, + "returncode": 1, + "prompt_metrics": { + "chars": 7032, + "bytes_utf8": 7032, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_75926636c31b8e63/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c0b49c472cda0a2190020fdb1bc21efef5614c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:57.893539+00:00", + "ended_at": "2026-05-19T16:06:02.077250+00:00", + "elapsed_ms": 4183.66, + "returncode": 1, + "prompt_metrics": { + "chars": 7032, + "bytes_utf8": 7032, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_75926636c31b8e63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca3e0255df4410bac9c1659eb33fa1ad166ba009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "item_col": "Subtopic", + "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": 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}, {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/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca3e0255df4410bac9c1659eb33fa1ad166ba009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "item_col": "Subtopic", + "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": 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}, {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/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6507c0b79c3d3460f9fe17492a571d567313afc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8e8d-7c30-b93e-d58827ba750c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_75926636c31b8e63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d667ba4de248604e241ff1988c29c8d62da542c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8e8d-7c30-b93e-d58827ba750c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_75926636c31b8e63/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6247e4595cbf6990794aeee5791230fc0368e143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9f02-77b3-a83a-9c76a8f28932"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_75926636c31b8e63/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e46e08cc6e95c31e767f9e16e95b99a4d71ddbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9f02-77b3-a83a-9c76a8f28932"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_75926636c31b8e63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/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_75926636c31b8e63/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_75926636c31b8e63/cli/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_78522fbe934f5c12/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a599e77825b3af5f55346f617a625f57ebc7246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:37.692713+00:00", + "ended_at": "2026-05-19T16:09:40.458267+00:00", + "elapsed_ms": 2765.52, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_78522fbe934f5c12/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ba72491856064a52c0d5ff020be606364831c90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:41.459844+00:00", + "ended_at": "2026-05-19T16:09:44.135885+00:00", + "elapsed_ms": 2676.0, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_78522fbe934f5c12/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a0e0db39f99f6ed8e8e278fa5c0176e218a570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a0e0db39f99f6ed8e8e278fa5c0176e218a570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7152a2aeb2ac40eac132bf542452fb4886f2929 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f9b7-7c01-8fd4-77cf8bf37d15"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_78522fbe934f5c12/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f87dd666a997405e7ed217c73906be1349fa8982 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f9b7-7c01-8fd4-77cf8bf37d15"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_78522fbe934f5c12/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aefd3bb46f4a7c243e46436c0e53051d1916b8fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-086c-7f43-a574-2f5a139a77be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_78522fbe934f5c12/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f005e468dfc4fa9240d5ab44a75bf460887d81d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-086c-7f43-a574-2f5a139a77be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_78522fbe934f5c12/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/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_78522fbe934f5c12/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_78522fbe934f5c12/cli/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_7873d780609f7a3b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc1293052fdaeb550df51d517bcdaa3c4d277e49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6616, "bytes_utf8": 6616, "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": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13900, "cached_input_tokens": 12032, "output_tokens": 239, "reasoning_output_tokens": 132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed70dd386fb618fa9247831975428a702b00b6b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/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_7873d780609f7a3b", + "api_calls": 0, + "input_tokens": 13900, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 14139, + "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": 7591.18, + "sql_execution_elapsed_ms_total": 4.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/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_7873d780609f7a3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2175ddad4202107b96bfb6c7c7612a95fc03ab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/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": "2026-05-19T16:01:19.366986+00:00", + "ended_at": "2026-05-19T16:01:26.958204+00:00", + "elapsed_ms": 7591.18, + "prompt_metrics": { + "chars": 6616, + "bytes_utf8": 6616, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 769, + "bytes_utf8": 769, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13900, + "cached_input_tokens": 12032, + "output_tokens": 239, + "reasoning_output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_7873d780609f7a3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..254f950263d3b90475dd186e6bc3f1080e3318c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/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=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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_7873d780609f7a3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1c8a25ad85da6f3654053412328ab7a3b19a644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-5f0b-7a21-912b-f07d990639f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Topic\\\", SUM(\\\"Question ID\\\") AS total_measure\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Topic\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with fixed bindings group_col=\\\"Topic\\\" and measure_col=\\\"Question ID\\\" on the single table \\\"c6\\\". In SQLite, SUM() will coerce numeric-looking TEXT values in \\\"Question ID\\\" to numbers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13900,"cached_input_tokens":12032,"output_tokens":239,"reasoning_output_tokens":132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d2b6d23fc9c419ce5bc9d1432d4470d43260b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Topic\", SUM(\"Question ID\") AS total_measure\nFROM \"c6\"\nGROUP BY \"Topic\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with fixed bindings group_col=\"Topic\" and measure_col=\"Question ID\" on the single table \"c6\". In SQLite, SUM() will coerce numeric-looking TEXT values in \"Question ID\" to numbers."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7873d780609f7a3b/cli/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_79a2186611fb71de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13c53ea8c275770b68592095987bfd6b6407787f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:05.943350+00:00", + "ended_at": "2026-05-19T16:10:09.522226+00:00", + "elapsed_ms": 3578.84, + "returncode": 1, + "prompt_metrics": { + "chars": 7185, + "bytes_utf8": 7185, + "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_79a2186611fb71de/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b54edd3dba1595c5f3901c8caa4e00594bf3b72b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:10.523985+00:00", + "ended_at": "2026-05-19T16:10:13.851887+00:00", + "elapsed_ms": 3327.83, + "returncode": 1, + "prompt_metrics": { + "chars": 7185, + "bytes_utf8": 7185, + "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_79a2186611fb71de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17a043494c095976b1b6aed91cc6944d52b0c08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": 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}, 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/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17a043494c095976b1b6aed91cc6944d52b0c08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": 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}, 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/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7fb554e467edd24ceda5ac3fe878cc4980eaa47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-681f-7482-a4b3-bf32747741fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_79a2186611fb71de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b7b2135e46b61f9fa687a8a782fdf41449c0c98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-681f-7482-a4b3-bf32747741fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_79a2186611fb71de/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea30dd11dd94b87dd5d07a17dcd114413c21d34f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-79d9-72b1-b4aa-05c149888891"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_79a2186611fb71de/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..58cc64d1e57991b253b046064339f2b2d061281a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-79d9-72b1-b4aa-05c149888891"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_79a2186611fb71de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/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_79a2186611fb71de/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79a2186611fb71de/cli/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_79c225b22e52d304/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43918775e28299d4c651930f8a68a6a81accb9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:13.854598+00:00", + "ended_at": "2026-05-19T16:10:16.819817+00:00", + "elapsed_ms": 2965.19, + "returncode": 1, + "prompt_metrics": { + "chars": 7188, + "bytes_utf8": 7188, + "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_79c225b22e52d304/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a36496069fb875f50b22cefba89dd8965892898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:17.821403+00:00", + "ended_at": "2026-05-19T16:10:20.815727+00:00", + "elapsed_ms": 2994.29, + "returncode": 1, + "prompt_metrics": { + "chars": 7188, + "bytes_utf8": 7188, + "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_79c225b22e52d304/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b764d9c59b32086396efa32d4ad47823b0ab9c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": 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": "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/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b764d9c59b32086396efa32d4ad47823b0ab9c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": 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": "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/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6675aa6169f88c9e418e446cb2d70eb03a56deb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-86e2-73c0-b9ac-1f4819f3be60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_79c225b22e52d304/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1972c26a20f4e67e8f99e5b4aaf0bb3ccba4a53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-86e2-73c0-b9ac-1f4819f3be60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_79c225b22e52d304/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bef17fdd454bdcada37bf6b631aacfccb98f1b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9660-7e50-9ba8-2e87824f1c30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_79c225b22e52d304/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c3dcd676b462da7d5841c6137e2012f86a88043 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9660-7e50-9ba8-2e87824f1c30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_79c225b22e52d304/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/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_79c225b22e52d304/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_79c225b22e52d304/cli/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_7b61a42f07b43b93/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab9e6d4562b5d6b971eafa6ab78622beb218c4ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:34.309430+00:00", + "ended_at": "2026-05-19T16:00:37.693569+00:00", + "elapsed_ms": 3384.1, + "returncode": 1, + "prompt_metrics": { + "chars": 6631, + "bytes_utf8": 6631, + "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_7b61a42f07b43b93/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5517a1e1abd9cc581631a001a10a2e38313af98c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:38.695504+00:00", + "ended_at": "2026-05-19T16:00:41.526581+00:00", + "elapsed_ms": 2831.03, + "returncode": 1, + "prompt_metrics": { + "chars": 6631, + "bytes_utf8": 6631, + "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_7b61a42f07b43b93/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66bf14df145816a43773f3b8d82b830f827718bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/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=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "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": 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}, 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_7b61a42f07b43b93/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66bf14df145816a43773f3b8d82b830f827718bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/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=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "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": 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}, 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_7b61a42f07b43b93/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90721733b14769c5b45e4ec9184ce9feaabbe08f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-af24-7df3-938a-d583ee5a4950"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7b61a42f07b43b93/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04f2762f70e66511821078c14bf654cf0e4c6b86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-af24-7df3-938a-d583ee5a4950"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7b61a42f07b43b93/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8168c433f9a44d1fb33621c086b27a486c3f7f56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c02a-72d3-bf8f-0aabc16100b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7b61a42f07b43b93/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8f6fddf003b5c4be56b16d3c3c404cc63db091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c02a-72d3-bf8f-0aabc16100b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7b61a42f07b43b93/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/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_7b61a42f07b43b93/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7b61a42f07b43b93/cli/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_7bf5834175eb47e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a93cd107e4699ab99051285add922d9593f2bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:23.056135+00:00", + "ended_at": "2026-05-19T16:18:26.160443+00:00", + "elapsed_ms": 3104.28, + "returncode": 1, + "prompt_metrics": { + "chars": 6599, + "bytes_utf8": 6599, + "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_7bf5834175eb47e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dbd6ccc435f45ce8e102193559bf86637721a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:27.162827+00:00", + "ended_at": "2026-05-19T16:18:30.405900+00:00", + "elapsed_ms": 3243.03, + "returncode": 1, + "prompt_metrics": { + "chars": 6599, + "bytes_utf8": 6599, + "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_7bf5834175eb47e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45de8e082deb825eec1d49368756523e78e10e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Topic.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Topic", + "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": 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\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_7bf5834175eb47e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..45de8e082deb825eec1d49368756523e78e10e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Topic.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Topic", + "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": 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\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_7bf5834175eb47e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43556e395be5aa0ca2f02b5578999ed8665dcee9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-fdf2-7961-a475-7c3b6c2bdeea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7bf5834175eb47e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49222fa4464bfc57aa6876b5765dd50be82bba0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-fdf2-7961-a475-7c3b6c2bdeea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7bf5834175eb47e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..200a74850e4dfbd81d7f898b744749c6452837ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-0dd7-7460-bc54-977c689482f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7bf5834175eb47e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91c96caf57bdee6aeba629014422a43e08f12cfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-0dd7-7460-bc54-977c689482f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7bf5834175eb47e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/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_7bf5834175eb47e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7bf5834175eb47e7/cli/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_7e298e17f18daa81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6034a055d25d43c13b62225c90debc6b98bb835f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:47.015036+00:00", + "ended_at": "2026-05-19T16:11:49.664366+00:00", + "elapsed_ms": 2649.3, + "returncode": 1, + "prompt_metrics": { + "chars": 7170, + "bytes_utf8": 7170, + "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_7e298e17f18daa81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9b35afdd9b911d400ce55a4f044f2badca09815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:50.666469+00:00", + "ended_at": "2026-05-19T16:11:53.902282+00:00", + "elapsed_ms": 3235.77, + "returncode": 1, + "prompt_metrics": { + "chars": 7170, + "bytes_utf8": 7170, + "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_7e298e17f18daa81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abccdc8f1b07c8a95aeabe761c733c04796a5c72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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": "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/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..abccdc8f1b07c8a95aeabe761c733c04796a5c72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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": "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/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f79f82534597bbeaecf650e4fde29528b4c7b2c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-f2c1-79c1-ab87-fca749c5076d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7e298e17f18daa81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c5e3d8fdb4d41d00edf7cc7a9ab3c6264656200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-f2c1-79c1-ab87-fca749c5076d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7e298e17f18daa81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b873a78472a6245382b0adeb4fbaadbc6e1d55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0101-7562-a819-ba351d3e0f8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_7e298e17f18daa81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3f0a680953260d15cfe1243c47bc212e38983d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0101-7562-a819-ba351d3e0f8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_7e298e17f18daa81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/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_7e298e17f18daa81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_7e298e17f18daa81/cli/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_81e73ba38e2ef696/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e08948f3b68a9234ca960334d814360096b70bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:00.070002+00:00", + "ended_at": "2026-05-19T16:15:03.788070+00:00", + "elapsed_ms": 3718.04, + "returncode": 1, + "prompt_metrics": { + "chars": 6894, + "bytes_utf8": 6894, + "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_81e73ba38e2ef696/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85dc29f7d8689abd9eab4a12227a756e9537e097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:04.790143+00:00", + "ended_at": "2026-05-19T16:15:07.989362+00:00", + "elapsed_ms": 3199.17, + "returncode": 1, + "prompt_metrics": { + "chars": 6894, + "bytes_utf8": 6894, + "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_81e73ba38e2ef696/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe0a23cd13c91e5f20e7fc9a3902f719e2d9b4ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/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=Subtopic, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Subtopic", + "condition_col": "Student Country", + "condition_value": "Lithuania", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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_81e73ba38e2ef696/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe0a23cd13c91e5f20e7fc9a3902f719e2d9b4ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/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=Subtopic, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Subtopic", + "condition_col": "Student Country", + "condition_value": "Lithuania", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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_81e73ba38e2ef696/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7c697e54e44bbc75eaa961d0dfc248d13e7c83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e4e6-7ef1-8023-898be3666110"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_81e73ba38e2ef696/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfe9801783676c4780447b7d20c63cb84dfb7f41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e4e6-7ef1-8023-898be3666110"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_81e73ba38e2ef696/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87734dd38a5c6f98aca61cf74d4345f46ef701b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f769-7de2-b185-d8eea97269d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_81e73ba38e2ef696/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51af41b05a23a35c0ed6315e0883ca4a47c68cc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f769-7de2-b185-d8eea97269d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_81e73ba38e2ef696/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/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_81e73ba38e2ef696/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_81e73ba38e2ef696/cli/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_848e805c4f4f424f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30ae20e06839ca65df37393b5a9aed700d8d0043 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:59.786923+00:00", + "ended_at": "2026-05-19T16:13:02.876097+00:00", + "elapsed_ms": 3089.14, + "returncode": 1, + "prompt_metrics": { + "chars": 6813, + "bytes_utf8": 6813, + "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_848e805c4f4f424f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd0e3cf6fbfdfb5f843c41e59f3b8c14c9633d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:03.878035+00:00", + "ended_at": "2026-05-19T16:13:06.958109+00:00", + "elapsed_ms": 3080.04, + "returncode": 1, + "prompt_metrics": { + "chars": 6813, + "bytes_utf8": 6813, + "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_848e805c4f4f424f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15be485da5f79833788ccbc6caf9d946ccdd2acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/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 focused_target_view. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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},\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_848e805c4f4f424f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15be485da5f79833788ccbc6caf9d946ccdd2acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/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 focused_target_view. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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},\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_848e805c4f4f424f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd32cfa9b8970926da764bd0604ff493fbcee0c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0efd-75a3-94a4-4171db37e370"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_848e805c4f4f424f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9149723b2487bc709c7c3f772a26dcb1dfdb09ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0efd-75a3-94a4-4171db37e370"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_848e805c4f4f424f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf863de5a47567bb194be1e7c19329304c517dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1f0e-7a72-a6c1-57d8da37a2e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_848e805c4f4f424f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2596a81fe5cf98da7f735fc911c35fe3d4da11bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1f0e-7a72-a6c1-57d8da37a2e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_848e805c4f4f424f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/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_848e805c4f4f424f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_848e805c4f4f424f/cli/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_8a3cd32913ffc775/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a0354435a3eceadb38c2c6c9c926f4df3db580c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:31.285046+00:00", + "ended_at": "2026-05-19T16:12:34.362169+00:00", + "elapsed_ms": 3077.1, + "returncode": 1, + "prompt_metrics": { + "chars": 6815, + "bytes_utf8": 6815, + "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_8a3cd32913ffc775/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e754721c7d36947a53d37d92189d2aa149c1c5e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:35.364571+00:00", + "ended_at": "2026-05-19T16:12:38.452765+00:00", + "elapsed_ms": 3088.15, + "returncode": 1, + "prompt_metrics": { + "chars": 6815, + "bytes_utf8": 6815, + "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_8a3cd32913ffc775/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2e5dd28eafe3d0a49210c1067243cbadaa4d806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/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 focused_target_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "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},\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_8a3cd32913ffc775/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2e5dd28eafe3d0a49210c1067243cbadaa4d806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/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 focused_target_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "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},\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_8a3cd32913ffc775/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20146305c0a50323e361b1d5f2a811596a8c35a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9fbd-74c2-b2ab-47bd3a2b1efe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_8a3cd32913ffc775/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..705fe545301a203492eb59cc1035245b478a4560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9fbd-74c2-b2ab-47bd3a2b1efe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_8a3cd32913ffc775/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bbf8fd9f89de3c09b74a42e6e3cbfd511f16606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-afbf-7083-81b7-6de8dd8670c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_8a3cd32913ffc775/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af10468c8de64a92059cf3fb88045a45d0322e38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-afbf-7083-81b7-6de8dd8670c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_8a3cd32913ffc775/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/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_8a3cd32913ffc775/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8a3cd32913ffc775/cli/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_8adaa729d72efa03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3e745b6ab7a886ac9ee428e35b8bc9c3e709157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:26.449748+00:00", + "ended_at": "2026-05-19T16:19:29.611931+00:00", + "elapsed_ms": 3162.16, + "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_8adaa729d72efa03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..649b8b6b82f2259bc7520934456ccbfadb280a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:30.613530+00:00", + "ended_at": "2026-05-19T16:19:34.469400+00:00", + "elapsed_ms": 3855.84, + "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_8adaa729d72efa03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af7f9962a4e6fc76a1bef0f5b3d4a45c37b06f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/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 count_distribution. 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": 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": 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_8adaa729d72efa03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af7f9962a4e6fc76a1bef0f5b3d4a45c37b06f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/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 count_distribution. 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": 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": 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_8adaa729d72efa03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..656e2b2c41482126bd8a975518bdd2496fe98344 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f572-7661-8773-fc1fe88d6966"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_8adaa729d72efa03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5af656902c197da6f82837104ad72adcd96aaa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f572-7661-8773-fc1fe88d6966"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_8adaa729d72efa03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6fd58fc3cc3f924bd54cdf3b56e6528e7351aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-05a8-7010-8cc8-c9ab22ad574c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_8adaa729d72efa03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..722f20b9a96f211ec9731f5f4b86f20b857e081a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-05a8-7010-8cc8-c9ab22ad574c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_8adaa729d72efa03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/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_8adaa729d72efa03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_8adaa729d72efa03/cli/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_94959d2ce4a654ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a92b99a981dc96852cf7ca84e24416f60fcbc8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:46.480781+00:00", + "ended_at": "2026-05-19T16:05:49.735724+00:00", + "elapsed_ms": 3254.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7025, + "bytes_utf8": 7025, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_94959d2ce4a654ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fa92f3f156b4dc65d5d130e4af2468267a3c364 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:50.737578+00:00", + "ended_at": "2026-05-19T16:05:53.638605+00:00", + "elapsed_ms": 2900.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7025, + "bytes_utf8": 7025, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_94959d2ce4a654ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc9fda1dfd7edcfd9ac8fd8ba2116a405422da50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "item_col": "Subtopic", + "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": 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}, {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/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc9fda1dfd7edcfd9ac8fd8ba2116a405422da50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "item_col": "Subtopic", + "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": 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}, {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/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12787d3305145517076b8efce491722169451256 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-729e-7d31-bec2-50b7d2f29d77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_94959d2ce4a654ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bc95084a02bd222af056a7652287321a8622d92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-729e-7d31-bec2-50b7d2f29d77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_94959d2ce4a654ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7131b2d99ecfc868913cc940d00b3745e71b9b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-831c-79e3-ad0a-5c4fc37afe7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_94959d2ce4a654ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..754c55c13af1dfa5a6e0d9da0eb264cb40ca0beb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-831c-79e3-ad0a-5c4fc37afe7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_94959d2ce4a654ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/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_94959d2ce4a654ce/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_94959d2ce4a654ce/cli/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_97acb0f95a50f528/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d86524b28d43c78e8f1cb4865f959c11c8dfc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:08.794515+00:00", + "ended_at": "2026-05-19T16:11:12.163885+00:00", + "elapsed_ms": 3369.34, + "returncode": 1, + "prompt_metrics": { + "chars": 7185, + "bytes_utf8": 7185, + "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_97acb0f95a50f528/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..861b2e9ac27cb79f25e1c59ec6863c46263d2a56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:13.166523+00:00", + "ended_at": "2026-05-19T16:11:16.590915+00:00", + "elapsed_ms": 3424.35, + "returncode": 1, + "prompt_metrics": { + "chars": 7185, + "bytes_utf8": 7185, + "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_97acb0f95a50f528/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..653065d82938da94c03414b3217dd3869fcbf6f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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}, 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/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..653065d82938da94c03414b3217dd3869fcbf6f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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}, 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/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3f73e8850390146b48be78a4c5df891829e992f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5d8b-7581-85b4-4c23aa8b94bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_97acb0f95a50f528/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7021b83e08b8b72b70da97a2687592b0d9d45bc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5d8b-7581-85b4-4c23aa8b94bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_97acb0f95a50f528/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..863c55cbb5fcfc89394543938211eeea1f93c08f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6ea8-7210-830f-da0bfa3e57d9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_97acb0f95a50f528/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..58a163f3a59fe868e7ab76389a28c81c77937261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6ea8-7210-830f-da0bfa3e57d9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_97acb0f95a50f528/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/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_97acb0f95a50f528/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_97acb0f95a50f528/cli/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_9faf59e1041e5c84/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8edbd66c02ce9e5e365d269a25348f4a2835e520 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:15.055652+00:00", + "ended_at": "2026-05-19T16:15:19.600515+00:00", + "elapsed_ms": 4544.83, + "returncode": 1, + "prompt_metrics": { + "chars": 6888, + "bytes_utf8": 6888, + "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_9faf59e1041e5c84/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42eb64ee47169626c26068846195e1a5473ab0f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:20.603202+00:00", + "ended_at": "2026-05-19T16:15:23.670184+00:00", + "elapsed_ms": 3066.94, + "returncode": 1, + "prompt_metrics": { + "chars": 6888, + "bytes_utf8": 6888, + "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_9faf59e1041e5c84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58de5f71a76fa3e923b07e4f441ceb8544b6136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Student Country, condition_col=Type of Answer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Student Country", + "condition_col": "Type of Answer", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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},\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_9faf59e1041e5c84/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58de5f71a76fa3e923b07e4f441ceb8544b6136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Student Country, condition_col=Type of Answer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Student Country", + "condition_col": "Type of Answer", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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},\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_9faf59e1041e5c84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53781e425340abc4965561dd05d83b3eee2d64a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1f75-7101-b9ae-1acf03cc0dcb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_9faf59e1041e5c84/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6608ca39a2be7258b2133916574b852c41944f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1f75-7101-b9ae-1acf03cc0dcb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_9faf59e1041e5c84/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c918c90f7b61dc31bcdde585569fd78e948f3826 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-3510-7440-9207-bd5eb0e3a38f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_9faf59e1041e5c84/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b148ea3f9abfdfa302c91864900b9b46ca72a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-3510-7440-9207-bd5eb0e3a38f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_9faf59e1041e5c84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/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_9faf59e1041e5c84/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_9faf59e1041e5c84/cli/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_a0ca7da4c8f5c3e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7efac5de27d702c4814fb388a9bf9a112f21a427 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:11.940170+00:00", + "ended_at": "2026-05-19T16:01:15.384270+00:00", + "elapsed_ms": 3444.06, + "returncode": 1, + "prompt_metrics": { + "chars": 6613, + "bytes_utf8": 6613, + "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_a0ca7da4c8f5c3e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f17e519cc1b670375ae91072a1bac39e153db638 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:16.386377+00:00", + "ended_at": "2026-05-19T16:01:19.364274+00:00", + "elapsed_ms": 2977.84, + "returncode": 1, + "prompt_metrics": { + "chars": 6613, + "bytes_utf8": 6613, + "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_a0ca7da4c8f5c3e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8715638c6398c25d1a412346bc2d32eb758eaaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/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=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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}, 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_a0ca7da4c8f5c3e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8715638c6398c25d1a412346bc2d32eb758eaaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/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=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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}, 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_a0ca7da4c8f5c3e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11acbf15efae68d294881ac9a9a16a6ad6b4340e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-41fd-7542-9c91-be3518cab943"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a0ca7da4c8f5c3e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..215cd88ba513ee8f2815e1a0829bf51157920f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-41fd-7542-9c91-be3518cab943"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a0ca7da4c8f5c3e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10dd2b25ccc22b3e6ec3ac766db0e6d5462bf044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-5394-70f3-be28-bc655434b2b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a0ca7da4c8f5c3e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3287847072e663038db9e92ef90e181f837e7090 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-5394-70f3-be28-bc655434b2b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a0ca7da4c8f5c3e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/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_a0ca7da4c8f5c3e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a0ca7da4c8f5c3e7/cli/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_a6757989967c8c55/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d7b0e41cb6f6652e802538b5762135827fd237e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:04.834517+00:00", + "ended_at": "2026-05-19T16:18:08.187529+00:00", + "elapsed_ms": 3352.97, + "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_a6757989967c8c55/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7afc14f18c8e671769260edaf304f9ccc395636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:09.189923+00:00", + "ended_at": "2026-05-19T16:18:15.579372+00:00", + "elapsed_ms": 6389.4, + "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_a6757989967c8c55/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57772c69f32266f008b7100fd62480e4ad9ff6c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/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 count_distribution. Focus on group_col=Question Level.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Question Level", + "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": 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_a6757989967c8c55/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..57772c69f32266f008b7100fd62480e4ad9ff6c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/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 count_distribution. Focus on group_col=Question Level.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Question Level", + "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": 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_a6757989967c8c55/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e84fcc635754985ee0253bb3d2430a51f0517a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b730-7c91-9bd8-49ee02648789"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a6757989967c8c55/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..493f67c50731bb7b804a7c116f75f7277ad9a7fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b730-7c91-9bd8-49ee02648789"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a6757989967c8c55/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98f122222eaab6b3bcebde0f74306ac4e3406bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c816-7f90-937a-2a901b7c6972"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a6757989967c8c55/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f003afbe79d773ed8a66a4134f22ea4df8e4f2f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c816-7f90-937a-2a901b7c6972"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a6757989967c8c55/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/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_a6757989967c8c55/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a6757989967c8c55/cli/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_a8b4ed8b52950bde/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc77489a92012a0ec8f12be0918568b714db9be8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:55.209678+00:00", + "ended_at": "2026-05-19T16:19:58.530118+00:00", + "elapsed_ms": 3320.42, + "returncode": 1, + "prompt_metrics": { + "chars": 6695, + "bytes_utf8": 6695, + "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_a8b4ed8b52950bde/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a47c6dbd69594dffb601e0d1515687f0de730bda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:59.531713+00:00", + "ended_at": "2026-05-19T16:20:02.371760+00:00", + "elapsed_ms": 2840.01, + "returncode": 1, + "prompt_metrics": { + "chars": 6695, + "bytes_utf8": 6695, + "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_a8b4ed8b52950bde/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68ef38d81a6374877306beff68bc2f298313419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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 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_a8b4ed8b52950bde/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68ef38d81a6374877306beff68bc2f298313419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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 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_a8b4ed8b52950bde/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6728388ace065d10af9d142109e9f5016ca9b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-65df-77f2-b820-67c3160464a0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a8b4ed8b52950bde/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bbb975d9a7fca99359807dc18c3f191e15055a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-65df-77f2-b820-67c3160464a0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a8b4ed8b52950bde/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..464eb0eb76d73cee27c00e0209f4852dce8c2688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-76b0-78a3-b999-a881222e4193"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_a8b4ed8b52950bde/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c10e1a463b19c2ba2a865184608680d7ba73253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-76b0-78a3-b999-a881222e4193"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_a8b4ed8b52950bde/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/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_a8b4ed8b52950bde/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a8b4ed8b52950bde/cli/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_a9a1a76f2ad66d14/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18719c976e39c2fb07c21c3541530109566bcc21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7026, "bytes_utf8": 7026, "lines": 194, "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": 596, "bytes_utf8": 596, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12032, "output_tokens": 602, "reasoning_output_tokens": 435}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..afa61c1bd3d25f6c856b53538c59166e0cce426c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/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_a9a1a76f2ad66d14", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 602, + "total_tokens": 14622, + "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": 12798.57, + "sql_execution_elapsed_ms_total": 7.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/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_a9a1a76f2ad66d14/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2b1047e431831b6a4e9cd3519125d766d6dad8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:25.247202+00:00", + "ended_at": "2026-05-19T16:05:38.045803+00:00", + "elapsed_ms": 12798.57, + "prompt_metrics": { + "chars": 7026, + "bytes_utf8": 7026, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 981, + "bytes_utf8": 981, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 596, + "bytes_utf8": 596, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 602, + "reasoning_output_tokens": 435 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_a9a1a76f2ad66d14/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8806066298ce49693a0abb424210b09f58c65b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Topic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Topic", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56f5a1afb9decdd4f78cea2ae71a48528249d8d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1f89-73e3-b5a4-7d7c16643884"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Topic\\\", \\\"Question ID\\\",\\n SUM(CAST(\\\"Student ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Student ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Student ID\\\" AS REAL))) OVER (PARTITION BY \\\"Topic\\\") AS share_within_group\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Topic\\\", \\\"Question ID\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"Topic\\\", item_col=\\\"Question ID\\\", and measure_col=\\\"Student ID\\\". Cast \\\"Student ID\\\" from TEXT to REAL so SQLite can sum it.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14020,"cached_input_tokens":12032,"output_tokens":602,"reasoning_output_tokens":435}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8980222b5f185b5337bfe2e86255b37a01672740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Topic\", \"Question ID\",\n SUM(CAST(\"Student ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"Student ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Student ID\" AS REAL))) OVER (PARTITION BY \"Topic\") AS share_within_group\nFROM \"c6\"\nGROUP BY \"Topic\", \"Question ID\"\nORDER BY share_within_group DESC\nLIMIT 13;","notes":"Instantiated the Within-Group Share of Total template with group_col=\"Topic\", item_col=\"Question ID\", and measure_col=\"Student ID\". Cast \"Student ID\" from TEXT to REAL so SQLite can sum it."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_a9a1a76f2ad66d14/cli/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_ae5f4b746b06834a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d400f600cd57538c4a08f72a34eab45546aebc34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:20.818837+00:00", + "ended_at": "2026-05-19T16:10:23.964664+00:00", + "elapsed_ms": 3145.8, + "returncode": 1, + "prompt_metrics": { + "chars": 7169, + "bytes_utf8": 7169, + "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_ae5f4b746b06834a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d6263c378c789fec0fbe66466399abaaea093bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:24.966331+00:00", + "ended_at": "2026-05-19T16:10:27.758574+00:00", + "elapsed_ms": 2792.21, + "returncode": 1, + "prompt_metrics": { + "chars": 7169, + "bytes_utf8": 7169, + "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_ae5f4b746b06834a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b9094ef64bfaf7903c44a7a517442004dd3263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b9094ef64bfaf7903c44a7a517442004dd3263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b9f59861196d8393ae64ac45a63604342d753d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a1fe-7b92-b1ed-c220b55a4a77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ae5f4b746b06834a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b8ac6071a81ea6face680be9eb6c64cd9861c4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a1fe-7b92-b1ed-c220b55a4a77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ae5f4b746b06834a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a4e80d1ade11a86c2e3f091da03ed761feb9bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b239-7f33-90c0-b9d0d7dd78b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ae5f4b746b06834a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..00aa16292f83087d777d32ac24a2e77c39834168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b239-7f33-90c0-b9d0d7dd78b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ae5f4b746b06834a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/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_ae5f4b746b06834a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ae5f4b746b06834a/cli/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_b109861cd6255102/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25bbd5847ca91639ddaaa398d6c93393c040b70f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:46.708834+00:00", + "ended_at": "2026-05-19T16:18:57.092262+00:00", + "elapsed_ms": 10383.4, + "returncode": 1, + "prompt_metrics": { + "chars": 6617, + "bytes_utf8": 6617, + "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_b109861cd6255102/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37dc0c93c1f0ffe91d824ebba43b31e470aeff46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:58.095189+00:00", + "ended_at": "2026-05-19T16:19:07.927857+00:00", + "elapsed_ms": 9832.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6617, + "bytes_utf8": 6617, + "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_b109861cd6255102/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..887895fe85908cc2d1b9495403d6a2c90f54934d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/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_mass_similarity with semantic role count_distribution. 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": 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": 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\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_b109861cd6255102/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..887895fe85908cc2d1b9495403d6a2c90f54934d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/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_mass_similarity with semantic role count_distribution. 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": 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": 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\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_b109861cd6255102/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0954c68522896afb083c93350b9405853d9e4356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5a39-7163-a6a0-a134c1974a6c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b109861cd6255102/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d342ebdea682d5d964dda9935f2668081f5bf19e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5a39-7163-a6a0-a134c1974a6c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b109861cd6255102/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dde71e6184acff1d533b7aebce487c350056e7b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-86a1-7383-8122-6134eb26f5b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b109861cd6255102/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31cb4ad1f2da5bb8c1835877f6b4966fccc08aad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-86a1-7383-8122-6134eb26f5b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b109861cd6255102/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/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_b109861cd6255102/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b109861cd6255102/cli/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_b5f577aefc9f4aba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9657e6aa2563b04f97d830d2dc17913fd768d348 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:58.793399+00:00", + "ended_at": "2026-05-19T16:17:02.294561+00:00", + "elapsed_ms": 3501.12, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_b5f577aefc9f4aba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..667d574fc0f12d489ad9fc309fbed257beda0a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:03.297308+00:00", + "ended_at": "2026-05-19T16:17:06.386388+00:00", + "elapsed_ms": 3089.01, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_b5f577aefc9f4aba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a486cc599352e75da5180274fd4d4866c7f9d257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Question ID", + "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": 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 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/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a486cc599352e75da5180274fd4d4866c7f9d257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Question ID", + "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": 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 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/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..439a3c2a0bc83dc45df8b246bc0b92ca9859cc6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b518-7cc1-8058-7e489194f833"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b5f577aefc9f4aba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f0cc812297d2ba26575a5c5ec9c13d04b5286fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b518-7cc1-8058-7e489194f833"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b5f577aefc9f4aba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0b4c8cc6ac372a2430aedf0a42933038d06bdfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c6b0-7e33-894a-97c763110c4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b5f577aefc9f4aba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..098a0bd80496a8cff11fd688678b49a816d90de9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c6b0-7e33-894a-97c763110c4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b5f577aefc9f4aba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/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_b5f577aefc9f4aba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b5f577aefc9f4aba/cli/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_b6be67d2a9d4c9d3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3248802b60b3d4e56f59639ac8210749c56b7f79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7442, "bytes_utf8": 7442, "lines": 195, "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": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14110, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 192}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3aeae26ab4cf8fc528ca741c5cf413772ab3b06d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/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_b6be67d2a9d4c9d3", + "api_calls": 0, + "input_tokens": 14110, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 14462, + "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": 8952.75, + "sql_execution_elapsed_ms_total": 4.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/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_b6be67d2a9d4c9d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a01d4e0e1aac2077b73a25543a3b34480fd3eef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:29.403857+00:00", + "ended_at": "2026-05-19T16:07:38.356631+00:00", + "elapsed_ms": 8952.75, + "prompt_metrics": { + "chars": 7442, + "bytes_utf8": 7442, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 967, + "bytes_utf8": 967, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 606, + "bytes_utf8": 606, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14110, + "cached_input_tokens": 12032, + "output_tokens": 352, + "reasoning_output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_b6be67d2a9d4c9d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80fa3cda9432d7e1de1a114732083447f87c4d3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/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=Topic, condition_col=Question Level.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Topic", + "condition_col": "Question Level", + "condition_value": "Basic", + "positive_value": "Basic", + "negative_value": "Advanced", + "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": 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_b6be67d2a9d4c9d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eeb6d951de37eaa1928eee1fd3512d77c4d8dfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0482-7f13-9d1a-ba03487ea22c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Topic\\\",\\n SUM(CASE WHEN \\\"Question Level\\\" = 'Basic' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Question Level\\\" = 'Advanced' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c6\\\"\\n GROUP BY \\\"Topic\\\"\\n)\\nSELECT \\\"Topic\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the Basic-to-Advanced row-count ratio for each Topic using the required grouped ratio template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14110,"cached_input_tokens":12032,"output_tokens":352,"reasoning_output_tokens":192}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ac05a9041dd66e99b1843d86c007cdcecfb4b62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"Topic\",\n SUM(CASE WHEN \"Question Level\" = 'Basic' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Question Level\" = 'Advanced' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c6\"\n GROUP BY \"Topic\"\n)\nSELECT \"Topic\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the Basic-to-Advanced row-count ratio for each Topic using the required grouped ratio template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b6be67d2a9d4c9d3/cli/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_b7908e7312039898/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..362322696ef3c73f1f80fa29e2088e633a9b1cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:50.965738+00:00", + "ended_at": "2026-05-19T16:13:54.152138+00:00", + "elapsed_ms": 3186.37, + "returncode": 1, + "prompt_metrics": { + "chars": 6809, + "bytes_utf8": 6809, + "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_b7908e7312039898/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ead8ba047b3a039345ea355637ee2892c3a0c50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:55.154244+00:00", + "ended_at": "2026-05-19T16:13:57.966892+00:00", + "elapsed_ms": 2812.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6809, + "bytes_utf8": 6809, + "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_b7908e7312039898/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc84ae7489b3863db7a6710b57f4e7e7a7424a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/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=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "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": 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 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_b7908e7312039898/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc84ae7489b3863db7a6710b57f4e7e7a7424a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/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=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "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": 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 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_b7908e7312039898/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d04e8e46be4952784291c9ce7b7bc358a0cfbe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d6f4-7c92-a798-2b99081503a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b7908e7312039898/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03dd240943c289b95e51b5659bb3f1686b3348ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d6f4-7c92-a798-2b99081503a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b7908e7312039898/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72e4ad55b109045e8e7f741f4c761bfbf263cef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e748-7e12-9110-941732278d27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_b7908e7312039898/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a9553bcddaa20b1803b55150eb247f8915b488f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e748-7e12-9110-941732278d27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_b7908e7312039898/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/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_b7908e7312039898/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_b7908e7312039898/cli/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_bb7ad38e259f59b4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7a251be37b00a2cded33099b570beb6686e9c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7046, "bytes_utf8": 7046, "lines": 194, "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": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14021, "cached_input_tokens": 12032, "output_tokens": 494, "reasoning_output_tokens": 325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af6f3f54eab57f925f8900d3727940db5f133c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/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_bb7ad38e259f59b4", + "api_calls": 0, + "input_tokens": 14021, + "cached_input_tokens": 12032, + "output_tokens": 494, + "total_tokens": 14515, + "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": 13558.0, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/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_bb7ad38e259f59b4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..838f73dcf1c0681076b9c11a0f46187b2a285eb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/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": "2026-05-19T16:04:15.654677+00:00", + "ended_at": "2026-05-19T16:04:29.212711+00:00", + "elapsed_ms": 13558.0, + "prompt_metrics": { + "chars": 7046, + "bytes_utf8": 7046, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1026, + "bytes_utf8": 1026, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 642, + "bytes_utf8": 642, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14021, + "cached_input_tokens": 12032, + "output_tokens": 494, + "reasoning_output_tokens": 325 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_bb7ad38e259f59b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbb9728031618e1bfc77ec67e398df5c470bb7a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "item_col": "Subtopic", + "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}, {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/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..571f927b4ba1e8922a80c5654c145c1df1a8a8dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0fb9-74e3-a889-c6c95124fec2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Student Country\\\", \\\"Subtopic\\\",\\n SUM(CAST(\\\"Question ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Question ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Question ID\\\" AS REAL))) OVER (PARTITION BY \\\"Student Country\\\") AS share_within_group\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Student Country\\\", \\\"Subtopic\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"Student Country\\\", item_col=\\\"Subtopic\\\", and measure_col=\\\"Question ID\\\". Cast \\\"Question ID\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14021,"cached_input_tokens":12032,"output_tokens":494,"reasoning_output_tokens":325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cfd265e4d54002968f0fee775f2f86603c21bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Student Country\", \"Subtopic\",\n SUM(CAST(\"Question ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"Question ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Question ID\" AS REAL))) OVER (PARTITION BY \"Student Country\") AS share_within_group\nFROM \"c6\"\nGROUP BY \"Student Country\", \"Subtopic\"\nORDER BY share_within_group DESC;","notes":"Used the requested Within-Group Share of Total template with group_col=\"Student Country\", item_col=\"Subtopic\", and measure_col=\"Question ID\". Cast \"Question ID\" from TEXT to REAL so SQLite can aggregate it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bb7ad38e259f59b4/cli/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_bd102e2c522a7eb5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebdc05e8648266a835054e07346ba17dddf47e97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:23.384918+00:00", + "ended_at": "2026-05-19T16:06:26.685669+00:00", + "elapsed_ms": 3300.73, + "returncode": 1, + "prompt_metrics": { + "chars": 7039, + "bytes_utf8": 7039, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_bd102e2c522a7eb5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c91e56f1422894972f0539e1592ba1535dcb4a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:27.687436+00:00", + "ended_at": "2026-05-19T16:06:30.932846+00:00", + "elapsed_ms": 3245.38, + "returncode": 1, + "prompt_metrics": { + "chars": 7039, + "bytes_utf8": 7039, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_bd102e2c522a7eb5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e5e0278372821f13ac7c1e883e30c899a08a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "item_col": "Student ID", + "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": 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}, {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/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e5e0278372821f13ac7c1e883e30c899a08a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "item_col": "Student ID", + "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": 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}, {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/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75b3082013d80d3d508a9f697102838955d9dcfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-02b2-7cf1-9ecc-37fee0acd479"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_bd102e2c522a7eb5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c76938118176bdbe50bf3dbd149ccddb190d1613 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-02b2-7cf1-9ecc-37fee0acd479"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_bd102e2c522a7eb5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c74624172e84c6c88e91454feb4b75246232ed14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-136f-7ec0-b498-a2b86be83770"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_bd102e2c522a7eb5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e6ff0edfe9d3f5ff611d4babbcc7f225ff5ce82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-136f-7ec0-b498-a2b86be83770"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_bd102e2c522a7eb5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/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_bd102e2c522a7eb5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd102e2c522a7eb5/cli/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_bd683dcdec24824c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1e0d7b33cc2cbf047f3938e7ca9a8348ad9393b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:39.264174+00:00", + "ended_at": "2026-05-19T16:08:42.472556+00:00", + "elapsed_ms": 3208.35, + "returncode": 1, + "prompt_metrics": { + "chars": 6954, + "bytes_utf8": 6954, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_bd683dcdec24824c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..679698fa7ed6369326d3f8ecd728b756be7afc53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:43.474452+00:00", + "ended_at": "2026-05-19T16:08:46.288706+00:00", + "elapsed_ms": 2814.22, + "returncode": 1, + "prompt_metrics": { + "chars": 6954, + "bytes_utf8": 6954, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_bd683dcdec24824c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b3ca87c9a3e49347943709de86071e7fb0e3c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Question Level.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Question Level", + "predicate_col": "Question ID", + "predicate_op": ">=", + "predicate_value": 571.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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}, {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/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b3ca87c9a3e49347943709de86071e7fb0e3c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Question Level.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Question Level", + "predicate_col": "Question ID", + "predicate_op": ">=", + "predicate_value": 571.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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}, {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/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5173f9933ff1757fc3e82f8529d757673d583862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1567-7050-b87e-98ecfdb1c33b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_bd683dcdec24824c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24acc3d20846e1d1f7775ca5d825693a61e43962 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1567-7050-b87e-98ecfdb1c33b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_bd683dcdec24824c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0b7d8f2e074680fa9ee797f0800a4e5e10786d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-25d5-74d2-bc9c-b96b28366559"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_bd683dcdec24824c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea1194e2d5549e4f7517420c51c4f289b46a2241 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-25d5-74d2-bc9c-b96b28366559"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_bd683dcdec24824c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/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_bd683dcdec24824c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_bd683dcdec24824c/cli/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_c00eb227ad8980e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d09e274ca76171415b3ac7b2f5a2126f2a6238b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:54.183394+00:00", + "ended_at": "2026-05-19T16:10:57.192978+00:00", + "elapsed_ms": 3009.56, + "returncode": 1, + "prompt_metrics": { + "chars": 7189, + "bytes_utf8": 7189, + "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_c00eb227ad8980e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1155f21199b817877ccc8638276ee554cb678e72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:58.195378+00:00", + "ended_at": "2026-05-19T16:11:00.985052+00:00", + "elapsed_ms": 2789.63, + "returncode": 1, + "prompt_metrics": { + "chars": 7189, + "bytes_utf8": 7189, + "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_c00eb227ad8980e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14bc5a7f694752b85b241d41305b29f2fb4c3c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..14bc5a7f694752b85b241d41305b29f2fb4c3c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Student Country, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Student Country", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..692172cf290bf13575fa4abce8a8bd8412169f63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2467-70c2-b31c-b8e8a907f2ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c00eb227ad8980e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6b63568f6b73e80f560d18c75c13319a5a95f34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2467-70c2-b31c-b8e8a907f2ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c00eb227ad8980e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..593ba912792ce3fbea404d4d0e3bfca4f79bccd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-340d-70e0-bdc5-8d707d0acfdb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c00eb227ad8980e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..24f5121e9b5c42f425d366e3a632e6173db3115a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-340d-70e0-bdc5-8d707d0acfdb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c00eb227ad8980e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/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_c00eb227ad8980e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c00eb227ad8980e7/cli/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_c0736bb9bd174d08/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f59f2c95b65c4f0d3f7466d543a1fc28ba1d2e1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:08.379657+00:00", + "ended_at": "2026-05-19T16:16:13.790832+00:00", + "elapsed_ms": 5411.13, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_c0736bb9bd174d08/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..526591ed1d9efa8598a1634c7d766b85da49d297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:14.793309+00:00", + "ended_at": "2026-05-19T16:16:19.121932+00:00", + "elapsed_ms": 4328.57, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_c0736bb9bd174d08/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee65c1120e941b131f9e6ce48686a5eb328f0e05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Student ID", + "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": 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 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/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee65c1120e941b131f9e6ce48686a5eb328f0e05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Student ID", + "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": 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 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/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78f3d429fb3842fd52a98d7b290d2009b38ae215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f053-7920-a530-017d13876764"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c0736bb9bd174d08/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ed2124d0f1cb282f7b3e028172303900ca12b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f053-7920-a530-017d13876764"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c0736bb9bd174d08/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e39a5a4c708438ea9f35176ee2b65691b001ff2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-093e-78a3-9f4b-be204dfa53df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c0736bb9bd174d08/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..787804a275b48497006c5ccadcf05e20b28e882d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-093e-78a3-9f4b-be204dfa53df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c0736bb9bd174d08/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/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_c0736bb9bd174d08/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c0736bb9bd174d08/cli/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_c65a10bc6c618046/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aeb9e0699057730a52ee7f986aed78fa1e67aece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:55.712723+00:00", + "ended_at": "2026-05-19T16:06:58.857179+00:00", + "elapsed_ms": 3144.43, + "returncode": 1, + "prompt_metrics": { + "chars": 7041, + "bytes_utf8": 7041, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_c65a10bc6c618046/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..403de4abcb6b8fecfba57b22d863c70ad163138e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:59.858705+00:00", + "ended_at": "2026-05-19T16:07:03.402642+00:00", + "elapsed_ms": 3543.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7041, + "bytes_utf8": 7041, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_c65a10bc6c618046/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3463704168e86afb4f27be4ba59c7ea9f4325169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3463704168e86afb4f27be4ba59c7ea9f4325169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e61e608c51e42568c64cd9275527c21cb8aa35eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-80fc-78d2-88ce-e8dada8fe43a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c65a10bc6c618046/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dfd863ccf11342ea27fb1dc16ca3cf442cf9f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-80fc-78d2-88ce-e8dada8fe43a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c65a10bc6c618046/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9fad8e261923b41804bb1b2c52d6a2e9ed1ae8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9117-7923-a2d7-77cedc9fd0c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_c65a10bc6c618046/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..243e7a72ae6a84c667932de5c7fcf88fd8e42e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9117-7923-a2d7-77cedc9fd0c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_c65a10bc6c618046/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/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_c65a10bc6c618046/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_c65a10bc6c618046/cli/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_cabfd2d56489c7dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f498555f89b2e501031dd3f2e889987cc4361329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:23.917943+00:00", + "ended_at": "2026-05-19T16:08:26.889620+00:00", + "elapsed_ms": 2971.66, + "returncode": 1, + "prompt_metrics": { + "chars": 6922, + "bytes_utf8": 6922, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_cabfd2d56489c7dc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e00e5f2a3d5decf6e514a32a27cd88e5beeda85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:27.891564+00:00", + "ended_at": "2026-05-19T16:08:30.679777+00:00", + "elapsed_ms": 2788.17, + "returncode": 1, + "prompt_metrics": { + "chars": 6922, + "bytes_utf8": 6922, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_cabfd2d56489c7dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d724df0051ceb12dc419c9397de36a683ecec88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Topic, group_col_2=Subtopic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Topic", + "group_col_2": "Subtopic", + "predicate_col": "Student ID", + "predicate_op": ">=", + "predicate_value": 1219.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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}, {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/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d724df0051ceb12dc419c9397de36a683ecec88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Topic, group_col_2=Subtopic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Topic", + "group_col_2": "Subtopic", + "predicate_col": "Student ID", + "predicate_op": ">=", + "predicate_value": 1219.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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}, {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/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ba9123aba911cec031d37bc3e84400a648c576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d987-7363-8fb2-66b9572ce1a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cabfd2d56489c7dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4861edb0c61d727fc38733aa4e7852b4d32d80cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d987-7363-8fb2-66b9572ce1a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cabfd2d56489c7dc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa1db50717eb4aa190f0c916babcbd027821ede0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e8ec-78e1-a43e-806e82be78c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cabfd2d56489c7dc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba419f697bdb6c0a6f538e87efd0fd337c10e4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e8ec-78e1-a43e-806e82be78c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cabfd2d56489c7dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/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_cabfd2d56489c7dc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cabfd2d56489c7dc/cli/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_cb4eb000639acd3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a830b78b71d57d5b568cebc53469942b2948e7bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:14.425805+00:00", + "ended_at": "2026-05-19T16:20:17.583299+00:00", + "elapsed_ms": 3157.47, + "returncode": 1, + "prompt_metrics": { + "chars": 6705, + "bytes_utf8": 6705, + "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_cb4eb000639acd3d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3efc9617526490d4d54aa0ee045a40f442398d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:18.585739+00:00", + "ended_at": "2026-05-19T16:20:22.625814+00:00", + "elapsed_ms": 4040.03, + "returncode": 1, + "prompt_metrics": { + "chars": 6705, + "bytes_utf8": 6705, + "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_cb4eb000639acd3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76804094bef6e5026f29966b8cb6565ad4e8de73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/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 filtered_stable_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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 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_cb4eb000639acd3d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76804094bef6e5026f29966b8cb6565ad4e8de73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/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 filtered_stable_view. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "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 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_cb4eb000639acd3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5dea1f14b504b2eefa407ac055ad5d4305bfa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-b0d9-77c1-8055-3633aa705d0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cb4eb000639acd3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0a123b4e707c126f9b72a34f97af8e94a8fe425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-b0d9-77c1-8055-3633aa705d0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cb4eb000639acd3d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a8251421272d045ac455f28ec33fe4d429d6ae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c130-7051-b325-9b97cf3b8c36"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cb4eb000639acd3d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91a5d6f5cc727eafc228b1c639296efa3a68ffe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c130-7051-b325-9b97cf3b8c36"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cb4eb000639acd3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/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_cb4eb000639acd3d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cb4eb000639acd3d/cli/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_cc06b3e5ade02566/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b851a83310375ac22b8fcc0b156b626e89625a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:23.834318+00:00", + "ended_at": "2026-05-19T16:11:26.643320+00:00", + "elapsed_ms": 2808.98, + "returncode": 1, + "prompt_metrics": { + "chars": 7187, + "bytes_utf8": 7187, + "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_cc06b3e5ade02566/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..750443f130810abdb3dcb043e35434c129da146b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:27.645516+00:00", + "ended_at": "2026-05-19T16:11:30.861113+00:00", + "elapsed_ms": 3215.56, + "returncode": 1, + "prompt_metrics": { + "chars": 7187, + "bytes_utf8": 7187, + "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_cc06b3e5ade02566/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..516d9e3fae71e492bc9a1e1398bdd71a115117c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..516d9e3fae71e492bc9a1e1398bdd71a115117c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65f98d6a0f1f83befdf6d1bdfb7ff8b3b4fe6bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9837-7b33-a231-e994045bccfe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cc06b3e5ade02566/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59e8a4067df1ac2e9bbcbaef1372e10c7a75ab8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9837-7b33-a231-e994045bccfe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cc06b3e5ade02566/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37c77ef0c994abc5cd59c3283a64d625dbb65a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a71a-79d3-80e1-fb3ef155e97c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cc06b3e5ade02566/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0d1c3d1534ad30b8e0e1bb4ab54fa34f8298b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a71a-79d3-80e1-fb3ef155e97c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cc06b3e5ade02566/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/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_cc06b3e5ade02566/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cc06b3e5ade02566/cli/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_cd9fd0981c5407a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..419012489d1f98076944d20871f5c5276df3eda4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:53.905032+00:00", + "ended_at": "2026-05-19T16:11:56.632743+00:00", + "elapsed_ms": 2727.68, + "returncode": 1, + "prompt_metrics": { + "chars": 7175, + "bytes_utf8": 7175, + "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_cd9fd0981c5407a3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d622c2322a3af305de7e5c1635d2b1664f40f7a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:57.635139+00:00", + "ended_at": "2026-05-19T16:12:00.808428+00:00", + "elapsed_ms": 3173.24, + "returncode": 1, + "prompt_metrics": { + "chars": 7175, + "bytes_utf8": 7175, + "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_cd9fd0981c5407a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7ea564fc24b3ac738abec129e271ec646d0039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7ea564fc24b3ac738abec129e271ec646d0039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Subtopic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1820cd18c3fe691994ce92e139a3b17a4b3a538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0da3-7222-95ba-394ce0ab3a50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cd9fd0981c5407a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f14b5564b26eef39d78b606b30235a748b63de65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0da3-7222-95ba-394ce0ab3a50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cd9fd0981c5407a3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdd5cf90c1318d902a4efafab0d4109508a3e7fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1c3f-7551-baa7-22410a7bd2bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_cd9fd0981c5407a3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb0be8aef70c0f9e63da6b55e4258fdddff3355 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1c3f-7551-baa7-22410a7bd2bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_cd9fd0981c5407a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/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_cd9fd0981c5407a3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_cd9fd0981c5407a3/cli/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_d0d27f5081c0d07d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfea9733d0ee665a0b6d833bfafc119b437dd1e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:38.457024+00:00", + "ended_at": "2026-05-19T16:12:41.145800+00:00", + "elapsed_ms": 2688.75, + "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_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_d0d27f5081c0d07d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..791ca47d1c31d17001f5adebba10172eab5407be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:42.148334+00:00", + "ended_at": "2026-05-19T16:12:45.571333+00:00", + "elapsed_ms": 3422.95, + "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_d0d27f5081c0d07d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ad421156d146e4c30dcfea8dbb8f66fc540413 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/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 focused_target_view. Focus on group_col=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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 {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_d0d27f5081c0d07d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ad421156d146e4c30dcfea8dbb8f66fc540413 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/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 focused_target_view. Focus on group_col=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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 {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_d0d27f5081c0d07d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dae2ea952fe5056d3ab57b119e7af7f615eb3afa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-bbed-7c32-b107-e0671e612f1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d0d27f5081c0d07d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..619911094aeaf2a9949c6e98dc9e540235b07f16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-bbed-7c32-b107-e0671e612f1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d0d27f5081c0d07d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a8288f00d0dafdde19679e64d93f122595f3d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ca27-7fd2-9910-f3703aa08247"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d0d27f5081c0d07d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c308ad208e98f48ce87c68118ba06081b4d8cd60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ca27-7fd2-9910-f3703aa08247"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d0d27f5081c0d07d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/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_d0d27f5081c0d07d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d0d27f5081c0d07d/cli/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_d33bbf227053b0b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a23c6f4d9fea763c08f4ea76155c8330809a0a1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7443, "bytes_utf8": 7443, "lines": 195, "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": 7443, "bytes_utf8": 7443, "lines": 195, "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": 677, "bytes_utf8": 677, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14113, "cached_input_tokens": 12672, "output_tokens": 689, "reasoning_output_tokens": 500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..48e11f93a99f1f21c1816d324d14df5b89cc39e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_d33bbf227053b0b3", + "api_calls": 0, + "input_tokens": 14113, + "cached_input_tokens": 12672, + "output_tokens": 689, + "total_tokens": 14802, + "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": 17225.08, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/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_d33bbf227053b0b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02462b49dcda9024799a9df5f117bc921b8c8775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:11.167284+00:00", + "ended_at": "2026-05-19T16:07:14.422195+00:00", + "elapsed_ms": 3254.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7443, + "bytes_utf8": 7443, + "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_d33bbf227053b0b3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a03e9d74e6160ceee9dee4e0edfcc971d385b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:15.424530+00:00", + "ended_at": "2026-05-19T16:07:29.394775+00:00", + "elapsed_ms": 13970.2, + "prompt_metrics": { + "chars": 7443, + "bytes_utf8": 7443, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1062, + "bytes_utf8": 1062, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14113, + "cached_input_tokens": 12672, + "output_tokens": 689, + "reasoning_output_tokens": 500 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_d33bbf227053b0b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff40d140e74bdfcbcd2da78fca6880966ba42e3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/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=Type of Answer.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Question Level", + "condition_col": "Type of Answer", + "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": 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": "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_d33bbf227053b0b3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff40d140e74bdfcbcd2da78fca6880966ba42e3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/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=Type of Answer.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Question Level", + "condition_col": "Type of Answer", + "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": 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": "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_d33bbf227053b0b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff12beca6e200322eb98f81f5c689e82f90f753a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-bd61-7233-9993-c76286b104a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d33bbf227053b0b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3045e02223cc252a44bddc65a0de9667ab65ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-bd61-7233-9993-c76286b104a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d33bbf227053b0b3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd02d4ef62c7235150248045d632d7480ea07b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-cde5-71b3-af2b-860cf17e53b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Question Level\\\",\\n SUM(CASE WHEN \\\"Type of Answer\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"Type of Answer\\\" = '1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c6\\\"\\n GROUP BY \\\"Question Level\\\"\\n)\\nSELECT \\\"Question Level\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Computes, for each Question Level, the ratio of Type of Answer = '0' to Type of Answer = '1' using the required grouped ratio template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14113,"cached_input_tokens":12672,"output_tokens":689,"reasoning_output_tokens":500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b48bbfae17ee25543ef8d6379efbdc22a03ac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"Question Level\",\n SUM(CASE WHEN \"Type of Answer\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"Type of Answer\" = '1' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c6\"\n GROUP BY \"Question Level\"\n)\nSELECT \"Question Level\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM grouped\nORDER BY \"condition_ratio\" DESC;","notes":"Computes, for each Question Level, the ratio of Type of Answer = '0' to Type of Answer = '1' using the required grouped ratio template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/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_d33bbf227053b0b3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d33bbf227053b0b3/cli/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_d3949c5da9caf957/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de2bae1696d6ba55c081ede4333dc85ba540ffca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:42.727286+00:00", + "ended_at": "2026-05-19T16:19:50.944251+00:00", + "elapsed_ms": 8216.94, + "returncode": 1, + "prompt_metrics": { + "chars": 6716, + "bytes_utf8": 6716, + "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_d3949c5da9caf957/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e77de4505fccb28ed8d7c67cce65c37a47c304e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:51.946229+00:00", + "ended_at": "2026-05-19T16:19:55.206832+00:00", + "elapsed_ms": 3260.56, + "returncode": 1, + "prompt_metrics": { + "chars": 6716, + "bytes_utf8": 6716, + "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_d3949c5da9caf957/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..796ef419eb88d8dbc375ff545f9adc4ddb01bebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/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=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": 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_d3949c5da9caf957/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..796ef419eb88d8dbc375ff545f9adc4ddb01bebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/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=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "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": 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_d3949c5da9caf957/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3109a67134da76586affeeb9e82d9472a38380a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-34fc-74e3-a105-d33e7646132b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d3949c5da9caf957/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d845a1065cd34751e27fda38ce8a9c9ab0baa10e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-34fc-74e3-a105-d33e7646132b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d3949c5da9caf957/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c018f8afcece9753b5ab9a775ce6a6c0bb69e0ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5916-7920-b39b-5b6126e9baaa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_d3949c5da9caf957/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b8cebcdc295f26511bad5c2a65be2d9ae23a58c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5916-7920-b39b-5b6126e9baaa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_d3949c5da9caf957/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/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_d3949c5da9caf957/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_d3949c5da9caf957/cli/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_df84580aa724c16e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb67b237015b32b36e7cf25420a56a2a592b522f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:27.764158+00:00", + "ended_at": "2026-05-19T16:10:30.786946+00:00", + "elapsed_ms": 3022.75, + "returncode": 1, + "prompt_metrics": { + "chars": 7170, + "bytes_utf8": 7170, + "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_df84580aa724c16e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a85504c921d258036b59921c826e0f8caaa47f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:31.788752+00:00", + "ended_at": "2026-05-19T16:10:37.712956+00:00", + "elapsed_ms": 5924.17, + "returncode": 1, + "prompt_metrics": { + "chars": 7170, + "bytes_utf8": 7170, + "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_df84580aa724c16e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e701ac3ba2bc8b85b84efe54620720647fa21a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e701ac3ba2bc8b85b84efe54620720647fa21a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Topic, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Topic", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d15006b8c5ebcede4c360b02021f1b4063e1941f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bd38-7ca3-be9a-ce7d26999399"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_df84580aa724c16e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16b10756b62e03cb24140847ad2141afd7a5c3f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bd38-7ca3-be9a-ce7d26999399"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_df84580aa724c16e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22dc3c8c287cea08a56f4f1cf5de8f1deaeee433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ccdf-78c3-8c6e-e2bae8969c5c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_df84580aa724c16e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8be308c09ba6b1c8a4fa83f95d60d07c0d75689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ccdf-78c3-8c6e-e2bae8969c5c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_df84580aa724c16e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/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_df84580aa724c16e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_df84580aa724c16e/cli/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_e0fa4b3488201b82/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc251742cea44bcc009cd1bd75d1323c6b5af66d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7044, "bytes_utf8": 7044, "lines": 194, "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": 7044, "bytes_utf8": 7044, "lines": 194, "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": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14022, "cached_input_tokens": 12032, "output_tokens": 616, "reasoning_output_tokens": 446}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f66bcd3de8b61389187ffce7a4f7cef8c42ffd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_e0fa4b3488201b82", + "api_calls": 0, + "input_tokens": 14022, + "cached_input_tokens": 12032, + "output_tokens": 616, + "total_tokens": 14638, + "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": 15418.23, + "sql_execution_elapsed_ms_total": 12.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/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_e0fa4b3488201b82/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf159565e75a1df17ade0481134071d31b17bee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:39.272545+00:00", + "ended_at": "2026-05-19T16:06:42.392576+00:00", + "elapsed_ms": 3119.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7044, + "bytes_utf8": 7044, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_e0fa4b3488201b82/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb2cfd0a5fbdc62ecde5b6d22f4051394febef96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/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": "2026-05-19T16:06:43.395413+00:00", + "ended_at": "2026-05-19T16:06:55.693705+00:00", + "elapsed_ms": 12298.24, + "prompt_metrics": { + "chars": 7044, + "bytes_utf8": 7044, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1024, + "bytes_utf8": 1024, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 640, + "bytes_utf8": 640, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14022, + "cached_input_tokens": 12032, + "output_tokens": 616, + "reasoning_output_tokens": 446 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_e0fa4b3488201b82/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a6437ba660267519829ef07c4afa5c6cb6b112 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a6437ba660267519829ef07c4afa5c6cb6b112 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Question Level, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Question Level", + "measure_col": "Student ID", + "item_col": "Question ID", + "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": 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}, {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/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f965c09b19ff336ef2cca4258ece25bd7e4d0f70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-40a4-7ba3-ab14-29b1493251e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e0fa4b3488201b82/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7947601fd0313cf3b23e6afab0ca001ee9ca1240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-40a4-7ba3-ab14-29b1493251e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e0fa4b3488201b82/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8440f40ffc99ea9e53033652eb544bbfd2079f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-50cd-7ec3-9f25-83f517ddeb38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Question Level\\\", \\\"Question ID\\\",\\n SUM(CAST(\\\"Student ID\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"Student ID\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"Student ID\\\" AS NUMERIC))) OVER (PARTITION BY \\\"Question Level\\\") AS share_within_group\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Question Level\\\", \\\"Question ID\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Question Level\\\", item_col=\\\"Question ID\\\", and measure_col=\\\"Student ID\\\". CAST is used because \\\"Student ID\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14022,"cached_input_tokens":12032,"output_tokens":616,"reasoning_output_tokens":446}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..677b5c158b5ebf7b8cbbcdc4d7cdc98956266b0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Question Level\", \"Question ID\",\n SUM(CAST(\"Student ID\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"Student ID\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"Student ID\" AS NUMERIC))) OVER (PARTITION BY \"Question Level\") AS share_within_group\nFROM \"c6\"\nGROUP BY \"Question Level\", \"Question ID\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"Question Level\", item_col=\"Question ID\", and measure_col=\"Student ID\". CAST is used because \"Student ID\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/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_e0fa4b3488201b82/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e0fa4b3488201b82/cli/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_e1b1f4341d1b5f5d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd267329ef38364f97937c4f958b8219faa859f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:32.289262+00:00", + "ended_at": "2026-05-19T16:03:35.250078+00:00", + "elapsed_ms": 2960.78, + "returncode": 1, + "prompt_metrics": { + "chars": 7032, + "bytes_utf8": 7032, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_e1b1f4341d1b5f5d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7e6b486e2e082078f92834f17431b282b3371e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:36.252317+00:00", + "ended_at": "2026-05-19T16:03:39.332298+00:00", + "elapsed_ms": 3079.94, + "returncode": 1, + "prompt_metrics": { + "chars": 7032, + "bytes_utf8": 7032, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_e1b1f4341d1b5f5d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec069510a7315bb9726227c9b50d9931796e545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "item_col": "Question 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}, {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/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec069510a7315bb9726227c9b50d9931796e545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Subtopic, measure_col=Student ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Subtopic", + "measure_col": "Student ID", + "item_col": "Question 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}, {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/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a18e2b9a728ed40649755263432c59e327d411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-6652-7ab0-931c-984cb63809a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e1b1f4341d1b5f5d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2b6a8f23b7cafc81200714edd6e85cfaac144e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-6652-7ab0-931c-984cb63809a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e1b1f4341d1b5f5d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24b68c3ab7b6b781f89077f806d1f21ee4a24f0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-75d1-70e3-a2c7-d91181633a18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e1b1f4341d1b5f5d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b745562fb4cf00802760b24c6b8d7b633a37ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-75d1-70e3-a2c7-d91181633a18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e1b1f4341d1b5f5d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/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_e1b1f4341d1b5f5d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e1b1f4341d1b5f5d/cli/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_e61ad3518bb0e404/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbed9df23e82598adcc8a6ad204d82134548ee0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:55.572332+00:00", + "ended_at": "2026-05-19T16:08:58.689815+00:00", + "elapsed_ms": 3117.46, + "returncode": 1, + "prompt_metrics": { + "chars": 6949, + "bytes_utf8": 6949, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_e61ad3518bb0e404/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39144e1a02ebb9da1f3c61f2d1e56d736bf31c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:59.691425+00:00", + "ended_at": "2026-05-19T16:09:02.843864+00:00", + "elapsed_ms": 3152.41, + "returncode": 1, + "prompt_metrics": { + "chars": 6949, + "bytes_utf8": 6949, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_e61ad3518bb0e404/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f05063ace9fc6a3ae64597a67868f4958676cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Subtopic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Subtopic", + "predicate_col": "Question Level", + "predicate_op": "=", + "predicate_value": "Advanced", + "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": 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}, {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/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f05063ace9fc6a3ae64597a67868f4958676cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Subtopic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Subtopic", + "predicate_col": "Question Level", + "predicate_op": "=", + "predicate_value": "Advanced", + "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": 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}, {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/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c257e7de6f540c80c45650a75b55764330dfc449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5518-7ec1-9bda-66f8f434baa6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e61ad3518bb0e404/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2b0dc92dad52bb08a57faaac9f1a1f1fbe320aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5518-7ec1-9bda-66f8f434baa6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e61ad3518bb0e404/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de14cbf56ca3f80a22e5ff3abb46c33d36869f28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6528-7b10-b4bf-f76fef324336"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_e61ad3518bb0e404/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e94a15c61341aafed2c814bb8d8e909fcb6d8ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6528-7b10-b4bf-f76fef324336"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_e61ad3518bb0e404/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/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_e61ad3518bb0e404/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e61ad3518bb0e404/cli/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_e820aa9c2d532df2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3102a22e001c81eb4595897a619a3101d4af9480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6633, "bytes_utf8": 6633, "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": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13902, "cached_input_tokens": 12032, "output_tokens": 487, "reasoning_output_tokens": 377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01402e6c9fd588c3e44b76d70ea4e8a1c5bf7327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/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_e820aa9c2d532df2", + "api_calls": 0, + "input_tokens": 13902, + "cached_input_tokens": 12032, + "output_tokens": 487, + "total_tokens": 14389, + "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": 10606.15, + "sql_execution_elapsed_ms_total": 10.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/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_e820aa9c2d532df2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a67c9ff20b42ed6553b91fb31e7100cbf0ba292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/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": "2026-05-19T16:01:49.076534+00:00", + "ended_at": "2026-05-19T16:01:59.682719+00:00", + "elapsed_ms": 10606.15, + "prompt_metrics": { + "chars": 6633, + "bytes_utf8": 6633, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13902, + "cached_input_tokens": 12032, + "output_tokens": 487, + "reasoning_output_tokens": 377 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_e820aa9c2d532df2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a63045fd1947f8d71cec11c59112681d1ab4b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/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": 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": 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}, 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_e820aa9c2d532df2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e2369f27491d002649611f440251a59f1b0a0dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-d326-7ee0-b439-6545a12ac4db"} +{"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 planned grouped-sum template with group_col=\\\"Student Country\\\". CAST(\\\"Question ID\\\" AS NUMERIC) is used because the column is stored as TEXT in SQLite; this remains a structural probe on an identifier-like field.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13902,"cached_input_tokens":12032,"output_tokens":487,"reasoning_output_tokens":377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da506e1f18cc554909fc2b97099229dfd6dd1658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/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 planned grouped-sum template with group_col=\"Student Country\". CAST(\"Question ID\" AS NUMERIC) is used because the column is stored as TEXT in SQLite; this remains a structural probe on an identifier-like field."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_e820aa9c2d532df2/cli/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_ea41bad00f2fa8db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68c52cc282512b5e8c4633895a6b8a800df29105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:30.682794+00:00", + "ended_at": "2026-05-19T16:08:35.322103+00:00", + "elapsed_ms": 4639.28, + "returncode": 1, + "prompt_metrics": { + "chars": 6961, + "bytes_utf8": 6961, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_ea41bad00f2fa8db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59485c61a538e18c689a909d8c9cce5ee97dca8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:36.323548+00:00", + "ended_at": "2026-05-19T16:08:39.261371+00:00", + "elapsed_ms": 2937.79, + "returncode": 1, + "prompt_metrics": { + "chars": 6961, + "bytes_utf8": 6961, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_ea41bad00f2fa8db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf633c13139d6a20bf66485ed56676e174236814 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Type of Answer.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Type of Answer", + "predicate_col": "Student Country", + "predicate_op": "=", + "predicate_value": "Italy", + "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": 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}, {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/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf633c13139d6a20bf66485ed56676e174236814 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Student Country, group_col_2=Type of Answer.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Student Country", + "group_col_2": "Type of Answer", + "predicate_col": "Student Country", + "predicate_op": "=", + "predicate_value": "Italy", + "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": 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}, {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/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a806c886e4ef74b5d4fe7e8518e6a532349bff5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f3de-74d1-bc33-4e718310811d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ea41bad00f2fa8db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b31e23e793b13abe077db09dab87a9ae8375047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f3de-74d1-bc33-4e718310811d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ea41bad00f2fa8db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..505f13fb127a06f27cbb60da5a059d63e831011b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-09de-7ae0-885d-73b6755ca7d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ea41bad00f2fa8db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94304c77e8950e46019774de6948fe13592e8b32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-09de-7ae0-885d-73b6755ca7d1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ea41bad00f2fa8db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/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_ea41bad00f2fa8db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ea41bad00f2fa8db/cli/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_eae055536a887796/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27ca28fb6a1ba5780da11899b223b34dafe2c510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6634, "bytes_utf8": 6634, "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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13904, "cached_input_tokens": 12032, "output_tokens": 425, "reasoning_output_tokens": 308}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6abc00e526b6c6ca5d5f9500876ce14c2b0d1d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/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_eae055536a887796", + "api_calls": 0, + "input_tokens": 13904, + "cached_input_tokens": 12032, + "output_tokens": 425, + "total_tokens": 14329, + "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": 10474.31, + "sql_execution_elapsed_ms_total": 4.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/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_eae055536a887796/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad1bdc5021190aa2c9d6f30ce90a26cf315b9c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/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": "2026-05-19T16:00:41.529429+00:00", + "ended_at": "2026-05-19T16:00:52.003764+00:00", + "elapsed_ms": 10474.31, + "prompt_metrics": { + "chars": 6634, + "bytes_utf8": 6634, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 813, + "bytes_utf8": 813, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13904, + "cached_input_tokens": 12032, + "output_tokens": 425, + "reasoning_output_tokens": 308 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_eae055536a887796/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe276aa074af6982b41278421e3c8d56ed14540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/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=Type of Answer, measure_col=Question ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Question ID", + "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": 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_eae055536a887796/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77ce0dd4bb35c922d06a8a0d7e79f22e64c14acb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-cb54-7813-ac46-a1b0ce3a366c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Type of Answer\\\", SUM(CAST(\\\"Question ID\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Type of Answer\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped numeric sum template with group_col=\\\"Type of Answer\\\" and measure_col=\\\"Question ID\\\". CAST was added because \\\"Question ID\\\" is stored as TEXT in the schema and needs numeric coercion for SUM in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13904,"cached_input_tokens":12032,"output_tokens":425,"reasoning_output_tokens":308}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03a02add5afb23c3c8dba5ecce23dc2408651c28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Type of Answer\", SUM(CAST(\"Question ID\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c6\"\nGROUP BY \"Type of Answer\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required grouped numeric sum template with group_col=\"Type of Answer\" and measure_col=\"Question ID\". CAST was added because \"Question ID\" is stored as TEXT in the schema and needs numeric coercion for SUM in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_eae055536a887796/cli/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_f05930fac4eb3a4b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..014cab47001be1260e2ff84b9cddf52a0a3541e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:05.762614+00:00", + "ended_at": "2026-05-19T16:14:09.014860+00:00", + "elapsed_ms": 3252.22, + "returncode": 1, + "prompt_metrics": { + "chars": 6913, + "bytes_utf8": 6913, + "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_f05930fac4eb3a4b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf48cc05d024048b5ac56005117ce9ab59f52477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:10.017553+00:00", + "ended_at": "2026-05-19T16:14:13.268980+00:00", + "elapsed_ms": 3251.38, + "returncode": 1, + "prompt_metrics": { + "chars": 6913, + "bytes_utf8": 6913, + "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_f05930fac4eb3a4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b200d0e7ba251f83df85c5af461ece1f296da0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/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 dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Type of Answer, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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},\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_f05930fac4eb3a4b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b200d0e7ba251f83df85c5af461ece1f296da0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/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 dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Type of Answer, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Type of Answer", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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},\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_f05930fac4eb3a4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..259e6d67c222860bafca17911236857f9c9c4d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-10ca-76b2-857e-3e017a8909e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f05930fac4eb3a4b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fa8a6717cb643b9b0b6a49ae0d23696d45112a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-10ca-76b2-857e-3e017a8909e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f05930fac4eb3a4b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a02e942ca87a6fe7cd061104aa27b18fdc6c475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2149-7670-90b6-15273a5004a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f05930fac4eb3a4b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..895556b5cf8e572b572508e273a795a313e5a7fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2149-7670-90b6-15273a5004a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f05930fac4eb3a4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/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_f05930fac4eb3a4b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f05930fac4eb3a4b/cli/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_f19077de7696d242/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4c6ca2ae40d1925bced2b5d607761086a9a69de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:07.994189+00:00", + "ended_at": "2026-05-19T16:15:11.179475+00:00", + "elapsed_ms": 3185.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6891, + "bytes_utf8": 6891, + "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_f19077de7696d242/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf27718ed7cd350014a52e9c7f433fc57ee5b97c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:12.181142+00:00", + "ended_at": "2026-05-19T16:15:15.052674+00:00", + "elapsed_ms": 2871.49, + "returncode": 1, + "prompt_metrics": { + "chars": 6891, + "bytes_utf8": 6891, + "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_f19077de7696d242/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..947d69b597a528fcb58a52820903af1e044f94c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/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 dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Student Country, condition_col=Type of Answer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Student Country", + "condition_col": "Type of Answer", + "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": 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},\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_f19077de7696d242/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..947d69b597a528fcb58a52820903af1e044f94c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/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 dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Student Country, condition_col=Type of Answer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Student Country", + "condition_col": "Type of Answer", + "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": 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},\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_f19077de7696d242/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..129a6e3b0ef4b56c8ffd78d04444d58f2465a2f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-03d8-7f11-9ead-c52386c661bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f19077de7696d242/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a715e1eff41466044f466cf74137f01ec44ae87e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-03d8-7f11-9ead-c52386c661bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f19077de7696d242/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5856738dfd309dd8fea5799d381bb7762c0cb40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1462-72c0-9c92-2e4b0ba7a03b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f19077de7696d242/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..037cf7262e32587a9d808e8c43986d4f02e0c15d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1462-72c0-9c92-2e4b0ba7a03b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f19077de7696d242/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/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_f19077de7696d242/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f19077de7696d242/cli/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_f4b6a2a53ea8dae3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..549b0ec38ece4f214be50a029e78300d23557cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:50.057668+00:00", + "ended_at": "2026-05-19T16:16:54.430421+00:00", + "elapsed_ms": 4372.71, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_f4b6a2a53ea8dae3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c9caa61c00097388c4190e189f5eb283b49d611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:55.433878+00:00", + "ended_at": "2026-05-19T16:16:58.789160+00:00", + "elapsed_ms": 3355.21, + "returncode": 1, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "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_f4b6a2a53ea8dae3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dbe6f9790904b84b53d25f666f31cd4189f907f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Student ID", + "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": 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 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/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dbe6f9790904b84b53d25f666f31cd4189f907f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/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_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": "c6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Student ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Student ID", + "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": 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 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/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77f3722c0296db51a0e6dfd6c6efe4a1d81da0d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-9306-7af0-8f60-d1056b97d389"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f4b6a2a53ea8dae3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a592bf2e2561bf3eb965352f54ddc1300626babc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-9306-7af0-8f60-d1056b97d389"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f4b6a2a53ea8dae3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c872577ad8cf8e14469eb9c0b95b7d18e3ce663b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a7f1-7ca0-abc4-dd7a41f0cfde"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f4b6a2a53ea8dae3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..abf1e17b36722cab38946c735e9d88e293b23c3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a7f1-7ca0-abc4-dd7a41f0cfde"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f4b6a2a53ea8dae3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/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_f4b6a2a53ea8dae3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f4b6a2a53ea8dae3/cli/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_f5924de0295faff5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..496c5cad6765c5263b24a5a4fe49c5edcdb40b54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:30.863928+00:00", + "ended_at": "2026-05-19T16:11:33.557909+00:00", + "elapsed_ms": 2693.95, + "returncode": 1, + "prompt_metrics": { + "chars": 7188, + "bytes_utf8": 7188, + "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_f5924de0295faff5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa356d4033bfbe73eaf25f410be68cd4ada4fbcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:34.559952+00:00", + "ended_at": "2026-05-19T16:11:37.790436+00:00", + "elapsed_ms": 3230.44, + "returncode": 1, + "prompt_metrics": { + "chars": 7188, + "bytes_utf8": 7188, + "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_f5924de0295faff5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..601edb31b1373a4a76e68d0b1dd1e066655d43dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..601edb31b1373a4a76e68d0b1dd1e066655d43dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/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_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": "c6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25b79c0433b568cb322c27d2f3486bd99f683f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b3bf-7c93-8d42-6bed98418020"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f5924de0295faff5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9978a5a9f93c7c47e7ebd45577e74ec8e8d49a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b3bf-7c93-8d42-6bed98418020"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f5924de0295faff5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f0f5b4fecc26df514ed39a97d7990890d34060f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-c226-7133-9998-1a7b562f7b60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f5924de0295faff5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5f327bc40564342e5acdf1041e81a9c9f4880bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-c226-7133-9998-1a7b562f7b60"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f5924de0295faff5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/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_f5924de0295faff5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f5924de0295faff5/cli/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_f7f4c104a4467c66/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b0b90d57a2953dfe276938be89178b638096859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7455, "bytes_utf8": 7455, "lines": 195, "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": 7455, "bytes_utf8": 7455, "lines": 195, "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": 681, "bytes_utf8": 681, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14113, "cached_input_tokens": 12032, "output_tokens": 693, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e2d73930b54ee3c93baab19eb27c4827113238e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_f7f4c104a4467c66", + "api_calls": 0, + "input_tokens": 14113, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 14806, + "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": 15769.78, + "sql_execution_elapsed_ms_total": 5.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/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_f7f4c104a4467c66/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e702c2c2a5de7a2fee06280f8f994da6d122e1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:38.365298+00:00", + "ended_at": "2026-05-19T16:07:41.471649+00:00", + "elapsed_ms": 3106.33, + "returncode": 1, + "prompt_metrics": { + "chars": 7455, + "bytes_utf8": 7455, + "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_f7f4c104a4467c66/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7b00e1bcb085ba869c14298aece8b4903849347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:42.473477+00:00", + "ended_at": "2026-05-19T16:07:55.136963+00:00", + "elapsed_ms": 12663.45, + "prompt_metrics": { + "chars": 7455, + "bytes_utf8": 7455, + "lines": 195, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1042, + "bytes_utf8": 1042, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 681, + "bytes_utf8": 681, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14113, + "cached_input_tokens": 12032, + "output_tokens": 693, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..993f3c11fd2e234a8d98983b3a32ea4fb5e9aca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/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=Subtopic, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Subtopic", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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": "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_f7f4c104a4467c66/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..993f3c11fd2e234a8d98983b3a32ea4fb5e9aca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/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=Subtopic, condition_col=Student Country.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Subtopic", + "condition_col": "Student Country", + "condition_value": "Portugal", + "positive_value": "Portugal", + "negative_value": "Lithuania", + "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": 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": "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_f7f4c104a4467c66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..226a6d31517536ddfb7c4fbec1b4b69993857980 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-277f-79f3-924a-56afa0922283"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f7f4c104a4467c66/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c19667406793f61e651f46ae97228364d6370d99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-277f-79f3-924a-56afa0922283"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f7f4c104a4467c66/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4c43b2556592331b663e6220e19c7fc3522a001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-377e-7cf1-abea-714eff2f57fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Subtopic\\\",\\n SUM(CASE WHEN \\\"Student Country\\\" = 'Portugal' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Student Country\\\" = 'Lithuania' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c6\\\"\\n GROUP BY \\\"Subtopic\\\"\\n)\\nSELECT \\\"Subtopic\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the Portugal-to-Lithuania row-count ratio for each Subtopic using the requested grouped ratio template; groups with zero Lithuania rows return NULL ratios.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14113,"cached_input_tokens":12032,"output_tokens":693,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0a00da29704dae7ca5183ac49cb124c84bb20a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"Subtopic\",\n SUM(CASE WHEN \"Student Country\" = 'Portugal' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Student Country\" = 'Lithuania' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c6\"\n GROUP BY \"Subtopic\"\n)\nSELECT \"Subtopic\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the Portugal-to-Lithuania row-count ratio for each Subtopic using the requested grouped ratio template; groups with zero Lithuania rows return NULL ratios."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/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_f7f4c104a4467c66/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f7f4c104a4467c66/cli/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_f83aab4c9e690156/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05b4b1732d9be26e157b3661ba03db71d4b81433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7046, "bytes_utf8": 7046, "lines": 194, "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": 7046, "bytes_utf8": 7046, "lines": 194, "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": 644, "bytes_utf8": 644, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14021, "cached_input_tokens": 12032, "output_tokens": 652, "reasoning_output_tokens": 484}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50a6cfef69f5a4ce038b5e67833b9e12e89f778a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/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": "c6", + "model": "v2-cli:codex", + "run_id": "v2q_c6_f83aab4c9e690156", + "api_calls": 0, + "input_tokens": 14021, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 14673, + "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": 17014.55, + "sql_execution_elapsed_ms_total": 10.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/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_f83aab4c9e690156/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6de33a92f4028e9aab87a09fedf2b6eb4524cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:07.215024+00:00", + "ended_at": "2026-05-19T16:05:11.326274+00:00", + "elapsed_ms": 4111.22, + "returncode": 1, + "prompt_metrics": { + "chars": 7046, + "bytes_utf8": 7046, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_f83aab4c9e690156/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96a5fce90c8d7776df94446ed5d4f2537e338cff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/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": "2026-05-19T16:05:12.327803+00:00", + "ended_at": "2026-05-19T16:05:25.231162+00:00", + "elapsed_ms": 12903.33, + "prompt_metrics": { + "chars": 7046, + "bytes_utf8": 7046, + "lines": 194, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1028, + "bytes_utf8": 1028, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 644, + "bytes_utf8": 644, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14021, + "cached_input_tokens": 12032, + "output_tokens": 652, + "reasoning_output_tokens": 484 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_f83aab4c9e690156/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de89e2dedb68f0fd5e6c78841f287232e9fdbb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "item_col": "Student ID", + "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": 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}, {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/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..de89e2dedb68f0fd5e6c78841f287232e9fdbb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,194 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Question Level, measure_col=Question ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Question Level", + "measure_col": "Question ID", + "item_col": "Student ID", + "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": 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}, {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/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e88a8a5b6e9a8656c0f9b0c4b1afc58ab1adad8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d91b-7261-abde-a1de4f300e9e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_f83aab4c9e690156/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54959697cc40bb9317e6a51452d20afd24528c9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d91b-7261-abde-a1de4f300e9e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_f83aab4c9e690156/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d6520a95e65d5563f50e75c4ed56130321a4ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-ed0c-7ef2-baf7-e40cca3364ec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Question Level\\\", \\\"Student ID\\\",\\n SUM(CAST(\\\"Question ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Question ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Question ID\\\" AS REAL))) OVER (PARTITION BY \\\"Question Level\\\") AS share_within_group\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Question Level\\\", \\\"Student ID\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Question Level\\\", item_col=\\\"Student ID\\\", and measure_col=\\\"Question ID\\\". CAST was added because \\\"Question ID\\\" is stored as TEXT in the schema but is being aggregated numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14021,"cached_input_tokens":12032,"output_tokens":652,"reasoning_output_tokens":484}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0ad2c2d44426ec080ff99fa3c870721875189a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Question Level\", \"Student ID\",\n SUM(CAST(\"Question ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"Question ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Question ID\" AS REAL))) OVER (PARTITION BY \"Question Level\") AS share_within_group\nFROM \"c6\"\nGROUP BY \"Question Level\", \"Student ID\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Question Level\", item_col=\"Student ID\", and measure_col=\"Question ID\". CAST was added because \"Question ID\" is stored as TEXT in the schema but is being aggregated numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/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_f83aab4c9e690156/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_f83aab4c9e690156/cli/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_fa885e318d7480ad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84005e821a088cf272e5c9a1d624fb5a09e95b04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6632, "bytes_utf8": 6632, "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": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13905, "cached_input_tokens": 12672, "output_tokens": 531, "reasoning_output_tokens": 419}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4ad89d03bcc42f366c6fc9d97ae6f56573a1e6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/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_fa885e318d7480ad", + "api_calls": 0, + "input_tokens": 13905, + "cached_input_tokens": 12672, + "output_tokens": 531, + "total_tokens": 14436, + "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": 12043.47, + "sql_execution_elapsed_ms_total": 4.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/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_fa885e318d7480ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32bd0c9c356a70443b9d1574ee710901a0d261af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/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": "2026-05-19T16:02:20.493395+00:00", + "ended_at": "2026-05-19T16:02:32.536893+00:00", + "elapsed_ms": 12043.47, + "prompt_metrics": { + "chars": 6632, + "bytes_utf8": 6632, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 799, + "bytes_utf8": 799, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13905, + "cached_input_tokens": 12672, + "output_tokens": 531, + "reasoning_output_tokens": 419 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_fa885e318d7480ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30700359905f201d24c4f9be9910d0164f6f7a73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/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=Type of Answer, measure_col=Student ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Type of Answer", + "measure_col": "Student ID", + "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": 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}, 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_fa885e318d7480ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e10eabe9ed95a46e377f0f9f76c4bdabbb8ff965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4de1-7580-bfbf-88afeaabec66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Type of Answer\\\", SUM(CAST(\\\"Student ID\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Type of Answer\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the requested grouped-sum template with \\\"Type of Answer\\\" as the grouping column and casts \\\"Student ID\\\" from TEXT to NUMERIC for SQLite aggregation. Summing an identifier-like field is appropriate here only as a structural probe.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13905,"cached_input_tokens":12672,"output_tokens":531,"reasoning_output_tokens":419}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d9fbb0386abe13e093be89b13c6d882e3e575f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Type of Answer\", SUM(CAST(\"Student ID\" AS NUMERIC)) AS total_measure\nFROM \"c6\"\nGROUP BY \"Type of Answer\"\nORDER BY total_measure DESC;","notes":"Uses the requested grouped-sum template with \"Type of Answer\" as the grouping column and casts \"Student ID\" from TEXT to NUMERIC for SQLite aggregation. Summing an identifier-like field is appropriate here only as a structural probe."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fa885e318d7480ad/cli/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_fb6ae2975e203e0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac2d841939237029ef66ff0a7765791d47b16053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:16.613181+00:00", + "ended_at": "2026-05-19T16:08:19.702815+00:00", + "elapsed_ms": 3089.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6948, + "bytes_utf8": 6948, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_fb6ae2975e203e0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b492e92602fc780fac2f6977472e3bb8e3c187d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:20.704840+00:00", + "ended_at": "2026-05-19T16:08:23.915283+00:00", + "elapsed_ms": 3210.4, + "returncode": 1, + "prompt_metrics": { + "chars": 6948, + "bytes_utf8": 6948, + "lines": 196, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "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_fb6ae2975e203e0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd58f91ffe3d998361c55ff289d886aad871eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Question Level, group_col_2=Subtopic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Question Level", + "group_col_2": "Subtopic", + "predicate_col": "Subtopic", + "predicate_op": "=", + "predicate_value": "Vector Spaces", + "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": 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}, {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/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd58f91ffe3d998361c55ff289d886aad871eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,196 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_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": "c6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Question Level, group_col_2=Subtopic.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Question Level", + "group_col_2": "Subtopic", + "predicate_col": "Subtopic", + "predicate_op": "=", + "predicate_value": "Vector Spaces", + "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": 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}, {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/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43d7cbc6e9d919ba7f93310d71d14fd506307bc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-bd19-74f0-bfa7-cfc0f658eac4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_fb6ae2975e203e0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b39ef9b003ab7537d318c3b8800b3efe99eac4f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-bd19-74f0-bfa7-cfc0f658eac4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_fb6ae2975e203e0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c24e97a9c4dc14674794e30d008384c3bf8b1b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ccde-7ad0-ad9d-10b0a75d2865"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_fb6ae2975e203e0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7320bff3e11a0bdcbd615ded7349f872b71bdd38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ccde-7ad0-ad9d-10b0a75d2865"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_fb6ae2975e203e0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/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_fb6ae2975e203e0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fb6ae2975e203e0e/cli/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_fc4dcf8e47e6c6fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c24e5e046ea51e5cbba8796c062040f03360135a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:30.056083+00:00", + "ended_at": "2026-05-19T16:17:33.464968+00:00", + "elapsed_ms": 3408.85, + "returncode": 1, + "prompt_metrics": { + "chars": 6615, + "bytes_utf8": 6615, + "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_fc4dcf8e47e6c6fb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf77e3dde24558f46b4acd578671fb04591456e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:34.468358+00:00", + "ended_at": "2026-05-19T16:17:37.463519+00:00", + "elapsed_ms": 2995.1, + "returncode": 1, + "prompt_metrics": { + "chars": 6615, + "bytes_utf8": 6615, + "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_fc4dcf8e47e6c6fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ad25cdb7a5893178a3dc5af557727f169b93a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/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_mass_similarity with semantic role count_distribution. 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": 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": 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\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_fc4dcf8e47e6c6fb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ad25cdb7a5893178a3dc5af557727f169b93a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/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_mass_similarity with semantic role count_distribution. 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": 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": 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\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_fc4dcf8e47e6c6fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8589f478b8fcccfe67b73a3805064b426efa8287 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2f32-7963-9e35-69a07e3cafd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_fc4dcf8e47e6c6fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49a33dc1b7e4d01fe5a5dd938872c03954d34343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2f32-7963-9e35-69a07e3cafd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_fc4dcf8e47e6c6fb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ea9c66d7fa3cdef9c9c459cfdca0c68c77643c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-406d-7880-81da-0481db4920db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_fc4dcf8e47e6c6fb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb443e9283e011c84a996930df7553a2ab4d49c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-406d-7880-81da-0481db4920db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_fc4dcf8e47e6c6fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/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_fc4dcf8e47e6c6fb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_fc4dcf8e47e6c6fb/cli/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_ff3c89c5f037a6ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a48a54c3a366338d3a8358b4af40089f27d38884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:23.259750+00:00", + "ended_at": "2026-05-19T16:09:26.055699+00:00", + "elapsed_ms": 2795.92, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_ff3c89c5f037a6ee/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94ec45c6355f1818c9b4df06b03d50fd0f7be1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:27.057418+00:00", + "ended_at": "2026-05-19T16:09:30.250024+00:00", + "elapsed_ms": 3192.55, + "returncode": 1, + "prompt_metrics": { + "chars": 6790, + "bytes_utf8": 6790, + "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_ff3c89c5f037a6ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8bad56af26aef4ccd735334b5511f69273b968a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8bad56af26aef4ccd735334b5511f69273b968a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/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_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": "c6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Question ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Question ID", + "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": 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": "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/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3143424a46774b46912ac1d5e0e7bfbf688bedc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c12d-7283-9158-e3241d325931"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ff3c89c5f037a6ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1b7ef03d64fba8e2c35e318ff39fd6f81661cd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c12d-7283-9158-e3241d325931"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ff3c89c5f037a6ee/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8f9e2b010beb1a9850276045bda0a481fadb76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d002-7a61-af0e-838f3904f07e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"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_ff3c89c5f037a6ee/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..99cd78a2bfe8be83f5853401aa49924dedbf8ae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d002-7a61-af0e-838f3904f07e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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_ff3c89c5f037a6ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/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_ff3c89c5f037a6ee/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff3c89c5f037a6ee/cli/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_ff575d84ac7c6259/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fbcb3c1ecc2aee17d2f273ffbfe923649587900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6633, "bytes_utf8": 6633, "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": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13903, "cached_input_tokens": 12032, "output_tokens": 496, "reasoning_output_tokens": 377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52e75b96893573d293f50f2b8642ce4a07431aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/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_ff575d84ac7c6259", + "api_calls": 0, + "input_tokens": 13903, + "cached_input_tokens": 12032, + "output_tokens": 496, + "total_tokens": 14399, + "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": 11249.61, + "sql_execution_elapsed_ms_total": 5.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/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_ff575d84ac7c6259/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c8deae9a12c83873665421c32d52db626ed055a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/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": "2026-05-19T16:00:13.195080+00:00", + "ended_at": "2026-05-19T16:00:24.444720+00:00", + "elapsed_ms": 11249.61, + "prompt_metrics": { + "chars": 6633, + "bytes_utf8": 6633, + "lines": 192, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13903, + "cached_input_tokens": 12032, + "output_tokens": 496, + "reasoning_output_tokens": 377 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "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_ff575d84ac7c6259/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9b3c9ccef6b945ca8cf576d5f8042f88c1996c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/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=Student ID.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Student Country", + "measure_col": "Student ID", + "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 {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_ff575d84ac7c6259/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4c7689dce3504645a91f2ac99fa0c4d47974689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5cc4-7552-a7ef-3046ee1ecd92"} +{"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(\\\"Student ID\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c6\\\"\\nGROUP BY \\\"Student Country\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"Student Country\\\" as the group column and cast \\\"Student ID\\\" from TEXT to NUMERIC for SQLite aggregation. Caveat: \\\"Student ID\\\" is identifier-like, so summing it is mechanically valid but may have limited analytical meaning.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13903,"cached_input_tokens":12032,"output_tokens":496,"reasoning_output_tokens":377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..263b8fcb0c2f25ce17637da0d3277b0daceec132 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Student Country\", SUM(CAST(\"Student ID\" AS NUMERIC)) AS total_measure\nFROM \"c6\"\nGROUP BY \"Student Country\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with \"Student Country\" as the group column and cast \"Student ID\" from TEXT to NUMERIC for SQLite aggregation. Caveat: \"Student ID\" is identifier-like, so summing it is mechanically valid but may have limited analytical meaning."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c6/artifacts/v2q_c6_ff575d84ac7c6259/cli/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/sql/v2q_m5_0abe7b65c0826daa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0abe7b65c0826daa.sql new file mode 100644 index 0000000000000000000000000000000000000000..a129b5095f287c55a4878c60ab561135d2b97cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0abe7b65c0826daa.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/sql/v2q_m5_0b8caa3bc9a59d0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0b8caa3bc9a59d0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..892af156492b7f7ad4cc535aaa3325953a5bc37b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0b8caa3bc9a59d0c.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/sql/v2q_m5_0fdc41c3bd138526.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0fdc41c3bd138526.sql new file mode 100644 index 0000000000000000000000000000000000000000..c19315ae279f73e3037b8006a0d12f526579040d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_0fdc41c3bd138526.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/sql/v2q_m5_153b6d8eca798da9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_153b6d8eca798da9.sql new file mode 100644 index 0000000000000000000000000000000000000000..be9b2929b517a957dac84b366277c131349d8bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_153b6d8eca798da9.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/sql/v2q_m5_1c8d995bdb4c2dbe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_1c8d995bdb4c2dbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f74d6a95038b4b204bcefc1cf09fc5b716cf2d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_1c8d995bdb4c2dbe.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/sql/v2q_m5_209559ba4c875bc7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_209559ba4c875bc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..75225e1e15639fabd9876ef95d4c9f398c933005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_209559ba4c875bc7.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/sql/v2q_m5_20fb2f3d3b421bd9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_20fb2f3d3b421bd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd7dff5f42706f8eae4008a21b7409e690483816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_20fb2f3d3b421bd9.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/sql/v2q_m5_244367c6be76220b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_244367c6be76220b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb6fba9001ea499a011683305b7fa8aa0a73fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_244367c6be76220b.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/sql/v2q_m5_26212f45513b53e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_26212f45513b53e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bc4af56370f5adf9cb20e0ef426462d2a75dfdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_26212f45513b53e0.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/sql/v2q_m5_2d08f5e082a7befd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_2d08f5e082a7befd.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0fbf4d1b6fdb64a58e1772821da3bde56cfce44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_2d08f5e082a7befd.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/sql/v2q_m5_336734afd8779300.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_336734afd8779300.sql new file mode 100644 index 0000000000000000000000000000000000000000..949440cb6a5b24677b4c0db05694489fc7c3cc56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_336734afd8779300.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/sql/v2q_m5_40ace11b14c2413e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_40ace11b14c2413e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ca32f1c65108e7fe9b81e8e9ce89523d4e12b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_40ace11b14c2413e.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/sql/v2q_m5_45a9bf1fced49096.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_45a9bf1fced49096.sql new file mode 100644 index 0000000000000000000000000000000000000000..91e119654ab330373b50e09f347051e68649a362 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_45a9bf1fced49096.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/sql/v2q_m5_495847263ca55466.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_495847263ca55466.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa0d040fda405b4bebf26be5862299247d01b8e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_495847263ca55466.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/sql/v2q_m5_4bb404a55016f2e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_4bb404a55016f2e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce405d4d093f60a6084ef0445c16facfdefeee7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_4bb404a55016f2e6.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/sql/v2q_m5_553f37f7d6ce0915.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_553f37f7d6ce0915.sql new file mode 100644 index 0000000000000000000000000000000000000000..0aa5e6b4556ece566f99f9ab7f9691ad72e5e012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_553f37f7d6ce0915.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/sql/v2q_m5_5d0aac55a6c11a27.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_5d0aac55a6c11a27.sql new file mode 100644 index 0000000000000000000000000000000000000000..17621ca92b70bca0b858c2f954a1efb0854eae92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_5d0aac55a6c11a27.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/sql/v2q_m5_5d4d8cb66da44552.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_5d4d8cb66da44552.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fcae8e8015070327b29d9ab95591efc62abe19d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_5d4d8cb66da44552.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/sql/v2q_m5_7629bb8ce323206b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_7629bb8ce323206b.sql new file mode 100644 index 0000000000000000000000000000000000000000..44360771b8f7c6a54fbf4ccc65313e2982056f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_7629bb8ce323206b.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/sql/v2q_m5_8e9fdc246da99e70.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_8e9fdc246da99e70.sql new file mode 100644 index 0000000000000000000000000000000000000000..5738b351031e02730cb4d3c384961edb1d6ef3f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_8e9fdc246da99e70.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/sql/v2q_m5_8f934d38dd31d5ce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_8f934d38dd31d5ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..7265e32542f2e1f4e6b0a716556793aec4ef3201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_8f934d38dd31d5ce.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/sql/v2q_m5_909a83d03222195d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_909a83d03222195d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b24060713fd8bfaf1c090c38f8209b31f80308b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_909a83d03222195d.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/sql/v2q_m5_966a2c96b2d8cfbf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_966a2c96b2d8cfbf.sql new file mode 100644 index 0000000000000000000000000000000000000000..845df421f513ce3076b7d3980770943ddb96825a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_966a2c96b2d8cfbf.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/sql/v2q_m5_9da2bcf3605cf5e8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_9da2bcf3605cf5e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe96fd89047e615da90b1802fd443fabbdbba9aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_9da2bcf3605cf5e8.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/sql/v2q_m5_a40aee4e19d7fd5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_a40aee4e19d7fd5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..43da6fb3bd9e901ac9beaf15a69cd4baa227a503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_a40aee4e19d7fd5d.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/sql/v2q_m5_a6d5969e25bacafd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_a6d5969e25bacafd.sql new file mode 100644 index 0000000000000000000000000000000000000000..80cd462aab0cecc9f50122f4b7dec7122413622d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_a6d5969e25bacafd.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/sql/v2q_m5_b8fdeaaddf6c2733.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_b8fdeaaddf6c2733.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc8a883e759fcdfda1a834515f6bd5a258143a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_b8fdeaaddf6c2733.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/sql/v2q_m5_bc3b4086bb1399c4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_bc3b4086bb1399c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..2727e6d3cf56e5e5359d9f05bfa57bedde722965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_bc3b4086bb1399c4.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/sql/v2q_m5_c0b78f27e6a2f9b4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c0b78f27e6a2f9b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfa8adfe8f158f56909591a742a9f460db027077 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c0b78f27e6a2f9b4.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/sql/v2q_m5_c8ed5ae6bda436ae.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c8ed5ae6bda436ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..099b38b4cd93189cc366e8da8fb57866dd32e615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c8ed5ae6bda436ae.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/sql/v2q_m5_c95bd517492a6373.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c95bd517492a6373.sql new file mode 100644 index 0000000000000000000000000000000000000000..13a47aae9446c65c3fc4a85146758d8b210e767f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_c95bd517492a6373.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/sql/v2q_m5_cec7d1fa87119c37.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_cec7d1fa87119c37.sql new file mode 100644 index 0000000000000000000000000000000000000000..11ed8f6b1aa9c7e407072a945f460919a935b9cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_cec7d1fa87119c37.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/sql/v2q_m5_d094879e79a48abd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_d094879e79a48abd.sql new file mode 100644 index 0000000000000000000000000000000000000000..3738f470c96c97f9bc68384b9beb9955eed2c29b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_d094879e79a48abd.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/sql/v2q_m5_d2a8985fd3bf069d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_d2a8985fd3bf069d.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c05e4c9aa3ac6526620f6acd5f97b970dc7c159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_d2a8985fd3bf069d.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/sql/v2q_m5_d3e6a4330b61fb35.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_d3e6a4330b61fb35.sql new file mode 100644 index 0000000000000000000000000000000000000000..25d93a95d3b48a8ed8b5123829acefe5f7fc4489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_d3e6a4330b61fb35.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/sql/v2q_m5_f487524da58aecea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_f487524da58aecea.sql new file mode 100644 index 0000000000000000000000000000000000000000..da332d77d6f5fa0997bc5007c2abbdc95b57d510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_f487524da58aecea.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/sql/v2q_m5_f89b503ca2d85101.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_f89b503ca2d85101.sql new file mode 100644 index 0000000000000000000000000000000000000000..284e4e70da5a7ba7a784af20c9a297dea54edf5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/sql/v2q_m5_f89b503ca2d85101.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;