diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4eb4d623853e08a90dd10616e0931d5e2f66224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6578, "bytes_utf8": 6578, "lines": 208, "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": 540, "bytes_utf8": 540, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13950, "cached_input_tokens": 12672, "output_tokens": 352, "reasoning_output_tokens": 216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ee47dd26644c167fa8f0b4a27339696223c9862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_02ae4f76f7745eed", + "api_calls": 0, + "input_tokens": 13950, + "cached_input_tokens": 12672, + "output_tokens": 352, + "total_tokens": 14302, + "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": 9145.64, + "sql_execution_elapsed_ms_total": 3.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/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_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a9b86e1784014ddd92ee7e7ea902f95aec9246f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/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": "2026-05-19T15:54:56.171594+00:00", + "ended_at": "2026-05-19T15:55:05.317278+00:00", + "elapsed_ms": 9145.64, + "prompt_metrics": { + "chars": 6578, + "bytes_utf8": 6578, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 912, + "bytes_utf8": 912, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 540, + "bytes_utf8": 540, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13950, + "cached_input_tokens": 12672, + "output_tokens": 352, + "reasoning_output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a95713831a1f7434b0e9d5f7255cd057f7e6fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "entity_col": "social", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb37b6f069e44e406cd0133d7da4be6bd09f8f22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-863f-7b60-941b-05d5ecc5e0d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the required template and fixed bindings exactly as provided. Because \\\"group_col\\\", \\\"entity_col\\\", and \\\"predicate_col\\\" are all \\\"social\\\" and the filter is \\\"social\\\" = 'nonprob', this query will return at most one grouped value with a distinct count of 1 when matching rows exist.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13950,"cached_input_tokens":12672,"output_tokens":352,"reasoning_output_tokens":216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3cbe91f12a249f49ee3c04dc8518a3db71b6785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the required template and fixed bindings exactly as provided. Because \"group_col\", \"entity_col\", and \"predicate_col\" are all \"social\" and the filter is \"social\" = 'nonprob', this query will return at most one grouped value with a distinct count of 1 when matching rows exist."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6018ace09b9065aedba83531c58d9f96a29eb4ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6499, "bytes_utf8": 6499, "lines": 207, "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": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13930, "cached_input_tokens": 12672, "output_tokens": 425, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec22fb4cfc7add02e9c5bc68acda1b83885877d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_03967842cb8b6b0b", + "api_calls": 0, + "input_tokens": 13930, + "cached_input_tokens": 12672, + "output_tokens": 425, + "total_tokens": 14355, + "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": 15603.46, + "sql_execution_elapsed_ms_total": 8.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/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_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7bc52ff8e5fafa1e62c48bdb9e535fe0b39c94df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/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": "2026-05-19T15:34:35.088497+00:00", + "ended_at": "2026-05-19T15:34:50.692045+00:00", + "elapsed_ms": 15603.46, + "prompt_metrics": { + "chars": 6499, + "bytes_utf8": 6499, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 893, + "bytes_utf8": 893, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 530, + "bytes_utf8": 530, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13930, + "cached_input_tokens": 12672, + "output_tokens": 425, + "reasoning_output_tokens": 296 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3afb12d90d398dcdb04665dd21f2da8794954aa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1296dc1b21e079dc677c400dfd98e41e44e9cec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-e493-79d2-990b-0f52d72c9259"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"children\\\" and condition_col=\\\"children\\\" using condition_value='2'. Because the grouping and condition columns are the same, this measures whether each children group equals '2', yielding a self-condition rate per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13930,"cached_input_tokens":12672,"output_tokens":425,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dff8c404c4128dae50f193e6abc6cb6224e5a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"children\" and condition_col=\"children\" using condition_value='2'. Because the grouping and condition columns are the same, this measures whether each children group equals '2', yielding a self-condition rate per group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c288ab785b8abc417a247130fac0d9009449b015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6439, "bytes_utf8": 6439, "lines": 206, "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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12032, "output_tokens": 227, "reasoning_output_tokens": 130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9e8ba6837d128771a98978ed82392821db42f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_056b629c2c6e1405", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 227, + "total_tokens": 14145, + "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": 7121.46, + "sql_execution_elapsed_ms_total": 3.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/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_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..202f7ace3fa4dc9f6e2d4bef5f4ea9e041fad978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/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": "2026-05-19T15:51:48.859773+00:00", + "ended_at": "2026-05-19T15:51:55.981279+00:00", + "elapsed_ms": 7121.46, + "prompt_metrics": { + "chars": 6439, + "bytes_utf8": 6439, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 227, + "reasoning_output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f6ceaf050cad9ecb4bd125c42b12d0033f101a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bd643d8678cd20d96bb0da95c84d3b0ce5214ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-aa96-7d23-a3e6-273278341fc8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = 'more'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"children\\\", predicate_col=\\\"children\\\", predicate_value='more', and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12032,"output_tokens":227,"reasoning_output_tokens":130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a375490f02491ba34bc1bead975e3cb1e3782800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = 'more'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"children\", predicate_col=\"children\", predicate_value='more', and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18b2f166819d605e0c640fec0e249058aa8faacf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13879, "cached_input_tokens": 12672, "output_tokens": 197, "reasoning_output_tokens": 101}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1dabdbbf3a70088ebcc90998baa3873cbb5994f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_072a99e789da2a61", + "api_calls": 0, + "input_tokens": 13879, + "cached_input_tokens": 12672, + "output_tokens": 197, + "total_tokens": 14076, + "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": 6930.01, + "sql_execution_elapsed_ms_total": 4.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/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_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1aa5a0ef7fdf33f3fe85399cceec92af89049b61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/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": "2026-05-19T15:41:19.419262+00:00", + "ended_at": "2026-05-19T15:41:26.349295+00:00", + "elapsed_ms": 6930.01, + "prompt_metrics": { + "chars": 6239, + "bytes_utf8": 6239, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13879, + "cached_input_tokens": 12672, + "output_tokens": 197, + "reasoning_output_tokens": 101 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1e8137c3a2ec1ec5d44bddd63e87d208fb78a97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "housing", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f281ad156b7d4db88ee5e820994199001fbdcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-0fbf-7e03-b6de-14fa1223bd72"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"support\\\" ASC, \\\"housing\\\"\\nLIMIT 12;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to housing and top_k=12 to surface the lowest-support housing groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13879,"cached_input_tokens":12672,"output_tokens":197,"reasoning_output_tokens":101}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d60b73eb72d4b596166b4fa21cd9c19a5038b1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY \"support\" ASC, \"housing\"\nLIMIT 12;","notes":"Applies the Low-Support Group Count template with group_col bound to housing and top_k=12 to surface the lowest-support housing groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f4c46e64d1155bfcfdc2d74106057bbe555de30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "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": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13881, "cached_input_tokens": 12672, "output_tokens": 175, "reasoning_output_tokens": 84}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0f74ebb3ae298dd02fd6d7c7ad4a68d96baff32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_073eb368986f1940", + "api_calls": 0, + "input_tokens": 13881, + "cached_input_tokens": 12672, + "output_tokens": 175, + "total_tokens": 14056, + "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": 6556.26, + "sql_execution_elapsed_ms_total": 4.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/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_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca25cdbc8fa7e3d27d8813ed786d0e3705cb5912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/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": "2026-05-19T15:39:26.035967+00:00", + "ended_at": "2026-05-19T15:39:32.592252+00:00", + "elapsed_ms": 6556.26, + "prompt_metrics": { + "chars": 6239, + "bytes_utf8": 6239, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 679, + "bytes_utf8": 679, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 327, + "bytes_utf8": 327, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13881, + "cached_input_tokens": 12672, + "output_tokens": 175, + "reasoning_output_tokens": 84 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cecddea3926ee5e93c1144fec21946c389334e15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "health", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7889467e8a3d5ecb4246010b2ff591e05fdc99f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-54cd-7e61-9587-7ad1c6133233"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 16;\",\"notes\":\"Applied Low-Support Group Count with group_col bound to \\\"health\\\" and top_k=16 to list the least-supported health categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13881,"cached_input_tokens":12672,"output_tokens":175,"reasoning_output_tokens":84}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5faa19d7854200597cc06fae916a001c5ba35381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 16;","notes":"Applied Low-Support Group Count with group_col bound to \"health\" and top_k=16 to list the least-supported health categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..401aa2850f8e4a77b70b3f481786f1405e87356d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6516, "bytes_utf8": 6516, "lines": 207, "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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13934, "cached_input_tokens": 12032, "output_tokens": 486, "reasoning_output_tokens": 382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b361b8b5cf550025bf297314e6c6b38e7ba14f81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_0e61ac514c7b928e", + "api_calls": 0, + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 486, + "total_tokens": 14420, + "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": 12982.24, + "sql_execution_elapsed_ms_total": 10.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/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_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a38298a41876fbcce7ca2eb047cd49d86e3ddcca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/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": "2026-05-19T15:31:47.699970+00:00", + "ended_at": "2026-05-19T15:32:00.682249+00:00", + "elapsed_ms": 12982.24, + "prompt_metrics": { + "chars": 6516, + "bytes_utf8": 6516, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 486, + "reasoning_output_tokens": 382 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecfa7180ba1eecee0009cb9e25d2fd06c42eb259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac6265f8a2db70613a8521fe9d7cc0658c02cee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-5669-7100-bb74-83d5e8018a04"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template exactly as bound: group_col=\\\"social\\\", condition_col=\\\"social\\\", condition_value='nonprob'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13934,"cached_input_tokens":12032,"output_tokens":486,"reasoning_output_tokens":382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe9c780a68e53cdc7928d19e712d29013019cb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template exactly as bound: group_col=\"social\", condition_col=\"social\", condition_value='nonprob'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..07debd33f34b5233143fd4368fea362d0da7829c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:34.560973+00:00", + "ended_at": "2026-05-19T15:55:38.803083+00:00", + "elapsed_ms": 4242.04, + "returncode": 1, + "prompt_metrics": { + "chars": 6570, + "bytes_utf8": 6570, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2275d3d415ff5aeeda56e382073b74c49181b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:39.805852+00:00", + "ended_at": "2026-05-19T15:55:43.307525+00:00", + "elapsed_ms": 3501.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6570, + "bytes_utf8": 6570, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d9c5cfe1b9cf44e397e14fb266004eb7d110d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "class", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d9c5cfe1b9cf44e397e14fb266004eb7d110d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "class", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adeb1024fa9295aebb0799ccdbd251ecf3ba6e55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-1c1b-7873-a5fe-228e9b3a5ad1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d14019da19873054c6064b0779176e9faf026c18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-1c1b-7873-a5fe-228e9b3a5ad1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ada07c64f52083938057c307d2186e5405ece36e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-30ac-7242-baec-079a84428209"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d427cc04f34c67916984e2a99b4c4888ef628a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-30ac-7242-baec-079a84428209"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0071cc5652e6cea22324174c5925234c07a505c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "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": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13881, "cached_input_tokens": 12672, "output_tokens": 186, "reasoning_output_tokens": 92}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1808cf46232123111d0bac995313755358c15679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_1ae8b37522d603e0", + "api_calls": 0, + "input_tokens": 13881, + "cached_input_tokens": 12672, + "output_tokens": 186, + "total_tokens": 14067, + "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": 6549.15, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/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_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28b805af07a0e0c4374489de8defcc7566ecb6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/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": "2026-05-19T15:41:26.363379+00:00", + "ended_at": "2026-05-19T15:41:32.912573+00:00", + "elapsed_ms": 6549.15, + "prompt_metrics": { + "chars": 6241, + "bytes_utf8": 6241, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13881, + "cached_input_tokens": 12672, + "output_tokens": 186, + "reasoning_output_tokens": 92 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06c2039ce3e51d9f7cc0bf475ff0075ed4c024db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "housing", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..023a226524cd2938f3e64f45b70b1972f4ae861a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-2af6-7a30-854a-c3f05079ba8e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 17;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"housing\\\" on table \\\"c7\\\", returning the least-supported housing groups first.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13881,"cached_input_tokens":12672,"output_tokens":186,"reasoning_output_tokens":92}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c68f52af9eb76c161b51e2027effcf0d51d4278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 17;","notes":"Uses the Low-Support Group Count template with group_col bound to \"housing\" on table \"c7\", returning the least-supported housing groups first."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e2de6ca2ba099a577061765416d9c28f0d3ca2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6362, "bytes_utf8": 6362, "lines": 204, "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": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..115f4f2803a08466e02c454a1057b9ad542ac67d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_1b41171d4367a5a6", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 299, + "total_tokens": 14194, + "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": 8632.52, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/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_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..655b598e8a4e2a023ba8f858b9c75bad0908b889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/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": "2026-05-19T15:29:48.151188+00:00", + "ended_at": "2026-05-19T15:29:56.783758+00:00", + "elapsed_ms": 8632.52, + "prompt_metrics": { + "chars": 6362, + "bytes_utf8": 6362, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 876, + "bytes_utf8": 876, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 299, + "reasoning_output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..618a4e3cde027b3b50421c94b28fe5b1bb0bdcaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "social", + "entity_col": "social", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68787d872376fe0b9a7bc75046c7c568b333403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-8386-7311-8dc0-1b043e65da3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the required template with group_col=\\\"social\\\" and entity_col=\\\"social\\\" on the single table \\\"c7\\\". Because the grouped column and distinct-count column are the same, each group will have distinct_entities = 1, so the result mainly lists social categories and tie ordering may be arbitrary.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":299,"reasoning_output_tokens":175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e36f905cf28e0e534aee0c579d1b4bc9cbb1d42a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the required template with group_col=\"social\" and entity_col=\"social\" on the single table \"c7\". Because the grouped column and distinct-count column are the same, each group will have distinct_entities = 1, so the result mainly lists social categories and tie ordering may be arbitrary."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d15085ba3a45c8f6d6f239e28621062a4e48570b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6347, "bytes_utf8": 6347, "lines": 204, "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": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13910, "cached_input_tokens": 12672, "output_tokens": 305, "reasoning_output_tokens": 204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e6a3c86a0a52488d07218483dfbbdebabe815cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_20f2dc799e59d836", + "api_calls": 0, + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 305, + "total_tokens": 14215, + "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": 10058.6, + "sql_execution_elapsed_ms_total": 10.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/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_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca4d703cb69ee5d5c79a3c60b62c3b903d7074fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/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": "2026-05-19T15:54:15.908550+00:00", + "ended_at": "2026-05-19T15:54:25.967173+00:00", + "elapsed_ms": 10058.6, + "prompt_metrics": { + "chars": 6347, + "bytes_utf8": 6347, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 305, + "reasoning_output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b3cf9b91be1bd0b1dcdc64eb84997d77278b2e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form, group_col_2=children.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "form", + "group_col_2": "children", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a260afc99ee040a557d95d263d9ddb0a631aaeb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-e8eb-76d1-a9d5-9b2c014a816f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"form\\\", \\\"children\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\", \\\"children\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Uses the Two-Dimensional Top-k Count template with \\\"form\\\" as group_col, \\\"children\\\" as group_col_2, and top_k set to 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13910,"cached_input_tokens":12672,"output_tokens":305,"reasoning_output_tokens":204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cf068fc27beabc6ff6031eea07d01782946f83f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"form\", \"children\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"form\", \"children\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Uses the Two-Dimensional Top-k Count template with \"form\" as group_col, \"children\" as group_col_2, and top_k set to 13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_20f2dc799e59d836/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f1137dc30d7707ded1c191381ec8527e3dfd662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 207, "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": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13970, "cached_input_tokens": 12672, "output_tokens": 332, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5acd356561bab260d23d9077992ebfaf784c4b07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2751bdc8b705ee97", + "api_calls": 0, + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 332, + "total_tokens": 14302, + "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": 8748.76, + "sql_execution_elapsed_ms_total": 10.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/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_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d482ac3eb62dc0c65d92a39f50a40bb9c717f130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/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": "2026-05-19T15:49:40.703916+00:00", + "ended_at": "2026-05-19T15:49:49.452714+00:00", + "elapsed_ms": 8748.76, + "prompt_metrics": { + "chars": 6553, + "bytes_utf8": 6553, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 332, + "reasoning_output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d477f57af1d4bd91e01b1640b2f09837d7e7dde5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27ac33aaeabb9540b39830fbff15e6ff4cbc6735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-b608-7712-addc-baec5c7fb18b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the planned Two-Axis Target Rate Surface template with \\\"finance\\\" and \\\"social\\\" as grouping columns and computes the rate of rows where \\\"class\\\" = 'spec_prior'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13970,"cached_input_tokens":12672,"output_tokens":332,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ef13e94c4ee49fadedb54dab6f66bca96c7b8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the planned Two-Axis Target Rate Surface template with \"finance\" and \"social\" as grouping columns and computes the rate of rows where \"class\" = 'spec_prior'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bc063bec90d696ba84fc7227f7450e000333f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6542, "bytes_utf8": 6542, "lines": 207, "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": 570, "bytes_utf8": 570, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13970, "cached_input_tokens": 12032, "output_tokens": 606, "reasoning_output_tokens": 450}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1b95541e0c05283685c67715c119352f018b972 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_29bb347fa63c9fb2", + "api_calls": 0, + "input_tokens": 13970, + "cached_input_tokens": 12032, + "output_tokens": 606, + "total_tokens": 14576, + "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": 14726.8, + "sql_execution_elapsed_ms_total": 14.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/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_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c508316955892feac027ae15513d7eee6d3f536 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/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": "2026-05-19T15:47:30.862837+00:00", + "ended_at": "2026-05-19T15:47:45.589680+00:00", + "elapsed_ms": 14726.8, + "prompt_metrics": { + "chars": 6542, + "bytes_utf8": 6542, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 953, + "bytes_utf8": 953, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 570, + "bytes_utf8": 570, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13970, + "cached_input_tokens": 12032, + "output_tokens": 606, + "reasoning_output_tokens": 450 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67c8796d58bdaa6aeb389bc575815a70fe0a76d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee9ac0f05e83e6a7c872dc0aa09172cedac85a54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-bb3f-7350-bf86-a837a702c8f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"class\\\", and target_col=\\\"class\\\". Because \\\"class\\\" is both the grouping column and the target column, the computed rate is deterministic within each group: 1.0 when \\\"class\\\" = 'spec_prior' and 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13970,"cached_input_tokens":12032,"output_tokens":606,"reasoning_output_tokens":450}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01d705f6bc797e687d807c5c8f4371bbb8cccc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"class\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"class\", and target_col=\"class\". Because \"class\" is both the grouping column and the target column, the computed rate is deterministic within each group: 1.0 when \"class\" = 'spec_prior' and 0.0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2b54ebd22c709acdfc36f4283bb051019ee529e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "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": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13988, "cached_input_tokens": 12672, "output_tokens": 352, "reasoning_output_tokens": 211}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1da0197b867111f336dbca447fb71440863abdb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_29cb97193d9daf86", + "api_calls": 0, + "input_tokens": 13988, + "cached_input_tokens": 12672, + "output_tokens": 352, + "total_tokens": 14340, + "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": 10770.31, + "sql_execution_elapsed_ms_total": 9.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/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_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fba1f192133fef048f4969cd3bc839c9ac8f7413 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/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": "2026-05-19T15:46:00.700131+00:00", + "ended_at": "2026-05-19T15:46:11.470468+00:00", + "elapsed_ms": 10770.31, + "prompt_metrics": { + "chars": 6588, + "bytes_utf8": 6588, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 462, + "bytes_utf8": 462, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13988, + "cached_input_tokens": 12672, + "output_tokens": 352, + "reasoning_output_tokens": 211 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39fe298fa4174fa1a77c0b350b242029a2f2a552 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa70a78c7ef232c228528b24c0a81b249b48539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-5a87-7fb3-aae6-dac3856aa880"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13988,"cached_input_tokens":12672,"output_tokens":352,"reasoning_output_tokens":211}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e0eda3c7f735020bccdc5a5907817e2fd79f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"has_nurs\", target_col=\"class\", target_value='priority', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0559012c726d0417415aacc3f0af03b192f03518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 207, "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": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13972, "cached_input_tokens": 12672, "output_tokens": 360, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e723d6b25d6496bdbc28f2c1d47cb4f403bce109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2ac6d61be394ad76", + "api_calls": 0, + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 360, + "total_tokens": 14332, + "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": 9072.43, + "sql_execution_elapsed_ms_total": 11.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/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_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd82213bf74c3c7915a1252e5e2cf2a3bbfa333b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/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": "2026-05-19T15:47:59.994945+00:00", + "ended_at": "2026-05-19T15:48:09.067416+00:00", + "elapsed_ms": 9072.43, + "prompt_metrics": { + "chars": 6559, + "bytes_utf8": 6559, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 471, + "bytes_utf8": 471, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 360, + "reasoning_output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0548cee2e9efe2308f9d3086e036e4deb4dea014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=finance, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1123ad138236fab4a36ccd9a9143e19974f4d835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-2d03-7632-ad8f-e64539e01d0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the specified Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"finance\\\", and target_col=\\\"class\\\", computing the within-group proportion of rows where class = 'very_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13972,"cached_input_tokens":12672,"output_tokens":360,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8502d9ee458dea3c24267a0c0afdf31679264c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"finance\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the specified Two-Axis Target Rate Surface template with group_col=\"housing\", group_col_2=\"finance\", and target_col=\"class\", computing the within-group proportion of rows where class = 'very_recom'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..852ea3723a0adccadeb598e231700e6022495ecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7082, "bytes_utf8": 7082, "lines": 207, "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": 829, "bytes_utf8": 829, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14083, "cached_input_tokens": 12032, "output_tokens": 731, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18e1af37f0dc771e2563950dc2f2cea875faa1c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_38bc50de4de59927", + "api_calls": 0, + "input_tokens": 14083, + "cached_input_tokens": 12032, + "output_tokens": 731, + "total_tokens": 14814, + "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": 14711.84, + "sql_execution_elapsed_ms_total": 10.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/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_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5f136fbbff283029eb590e327c6f24669aedbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/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": "2026-05-19T15:35:33.388476+00:00", + "ended_at": "2026-05-19T15:35:48.100346+00:00", + "elapsed_ms": 14711.84, + "prompt_metrics": { + "chars": 7082, + "bytes_utf8": 7082, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1226, + "bytes_utf8": 1226, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14083, + "cached_input_tokens": 12032, + "output_tokens": 731, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32d46610e21580c2f3d886d06269aa6e50019908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0788cba20dc239916703f07c4f4691cbea69c55e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-c81f-7ba1-bbdb-405cf238dcbe"} +{"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 \\\"parents\\\",\\n SUM(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c7\\\"\\n GROUP BY \\\"parents\\\"\\n)\\nSELECT \\\"parents\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Used the requested template with both group_col and condition_col bound to \\\"parents\\\". Because the grouping and condition columns are the same, the ratio compares counts of 'great_pret' to 'pretentious' within each parents category, which will produce NULL for categories with zero denominator.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14083,"cached_input_tokens":12032,"output_tokens":731,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b795154825952ed6a5f075474c0dde53f2f14f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT \"parents\",\n SUM(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c7\"\n GROUP BY \"parents\"\n)\nSELECT \"parents\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Used the requested template with both group_col and condition_col bound to \"parents\". Because the grouping and condition columns are the same, the ratio compares counts of 'great_pret' to 'pretentious' within each parents category, which will produce NULL for categories with zero denominator."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee20b4f6ba7b35e5a39a6bee8e4c3ae0fbf6ceb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6356, "bytes_utf8": 6356, "lines": 204, "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": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13894, "cached_input_tokens": 12032, "output_tokens": 367, "reasoning_output_tokens": 264}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e0d0e8f44c1d3953b66905ff8cb9b68a9998faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3901159bfe5f23e1", + "api_calls": 0, + "input_tokens": 13894, + "cached_input_tokens": 12032, + "output_tokens": 367, + "total_tokens": 14261, + "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": 9228.66, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/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_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae1794d94aeda1ef5e7351a1365a4c9db6d108f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/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": "2026-05-19T15:28:52.626697+00:00", + "ended_at": "2026-05-19T15:29:01.855385+00:00", + "elapsed_ms": 9228.66, + "prompt_metrics": { + "chars": 6356, + "bytes_utf8": 6356, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13894, + "cached_input_tokens": 12032, + "output_tokens": 367, + "reasoning_output_tokens": 264 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27acdbb1563dd556b2cfe83aa1111eb9b21be5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "form", + "entity_col": "form", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb29a91cb6394c9fbb7a28b3edbd1ac2480096e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-aa90-7712-bf1f-d41c5ec8ea1e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"form\\\", COUNT(DISTINCT \\\"form\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template and fixed bindings exactly as planned: group_col=\\\"form\\\", entity_col=\\\"form\\\", top_k=17. This counts distinct form values within each form group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13894,"cached_input_tokens":12032,"output_tokens":367,"reasoning_output_tokens":264}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37d08edca716fb01077d11deb7e559d1df8c45d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"form\", COUNT(DISTINCT \"form\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 17;","notes":"Used the provided template and fixed bindings exactly as planned: group_col=\"form\", entity_col=\"form\", top_k=17. This counts distinct form values within each form group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3901159bfe5f23e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8e1104e133c00afd5527ec68e9afe662efa75ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6502, "bytes_utf8": 6502, "lines": 207, "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": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13929, "cached_input_tokens": 12672, "output_tokens": 527, "reasoning_output_tokens": 405}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d73adf6483d64463ec996ed45b0a88e5f8a06ac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3babb1a4d6fa9d93", + "api_calls": 0, + "input_tokens": 13929, + "cached_input_tokens": 12672, + "output_tokens": 527, + "total_tokens": 14456, + "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": 11675.97, + "sql_execution_elapsed_ms_total": 9.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/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_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..241e3b4e5de6ce5dc94ad3a69d3ddf8e169a3acb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/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": "2026-05-19T15:34:13.619521+00:00", + "ended_at": "2026-05-19T15:34:25.295524+00:00", + "elapsed_ms": 11675.97, + "prompt_metrics": { + "chars": 6502, + "bytes_utf8": 6502, + "lines": 207, + "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": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13929, + "cached_input_tokens": 12672, + "output_tokens": 527, + "reasoning_output_tokens": 405 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b73d582362babc3417f974c5010f59c4443e36a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "completed", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7671b94d8ea256abfa53fbabb20e776a532c54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-9095-76d3-a95f-6733bd4c83b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided template and bindings with \\\"form\\\" as both the grouping and condition column. The bound condition value is 'completed'; if that category does not exist in the data, all condition_rate values will be 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13929,"cached_input_tokens":12672,"output_tokens":527,"reasoning_output_tokens":405}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..529d12b3208d542e061f500ef011b6641c4e63be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"form\",\n AVG(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the provided template and bindings with \"form\" as both the grouping and condition column. The bound condition value is 'completed'; if that category does not exist in the data, all condition_rate values will be 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9850d357ee61db11ab7ca123da92b09d8a6cc9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "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": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13879, "cached_input_tokens": 12672, "output_tokens": 201, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a79664f058dde63f1ba0ddb2d939460f79598e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4719892c9a777b40", + "api_calls": 0, + "input_tokens": 13879, + "cached_input_tokens": 12672, + "output_tokens": 201, + "total_tokens": 14080, + "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": 8060.03, + "sql_execution_elapsed_ms_total": 3.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/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_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..780f93599b30c0460003a67bb31ac4cb25e80ada --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/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": "2026-05-19T15:39:54.932212+00:00", + "ended_at": "2026-05-19T15:40:02.992287+00:00", + "elapsed_ms": 8060.03, + "prompt_metrics": { + "chars": 6239, + "bytes_utf8": 6239, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 663, + "bytes_utf8": 663, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13879, + "cached_input_tokens": 12672, + "output_tokens": 201, + "reasoning_output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..508a00b5beb0ec3f472e462cafd877700f6fc139 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "parents", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaf03394434949859a6784a0e7e89872a0f8f4bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-c5c7-7632-875c-51895cf2b1fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 13;\",\"notes\":\"Used the planned Low-Support Group Count template with group_col bound to \\\"parents\\\" and top_k set to 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13879,"cached_input_tokens":12672,"output_tokens":201,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53e6e5edbfe8765d9f75148695cd2f0b16cb9d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 13;","notes":"Used the planned Low-Support Group Count template with group_col bound to \"parents\" and top_k set to 13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1d6ef34db8605748f330eb0bb07217de402beeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6583, "bytes_utf8": 6583, "lines": 205, "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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 378, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2098340d70ef97091c4996eb2be1ab7038505c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 378, + "total_tokens": 14362, + "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": 13657.34, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/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_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b693831ad28e2bf33c0ef322051f732fcdcf5d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/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": "2026-05-19T15:45:06.736398+00:00", + "ended_at": "2026-05-19T15:45:20.393774+00:00", + "elapsed_ms": 13657.34, + "prompt_metrics": { + "chars": 6583, + "bytes_utf8": 6583, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1141, + "bytes_utf8": 1141, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 378, + "reasoning_output_tokens": 243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a320e261902b217c1d95abd97ee18e05ca1da89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94463ec8195ac679cff2ae1ca256660cd7d01e7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-87bc-7482-9b8f-9511cbce7db9"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987651, Requested 14619. Please try again in 68ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Uses the specified Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13984,"cached_input_tokens":12672,"output_tokens":378,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..927e823becd43799ea121ef9b13792713073728b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Uses the specified Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='recommend', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8c2233879c3b9432f1159428923bc27138e6c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "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": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13879, "cached_input_tokens": 12032, "output_tokens": 212, "reasoning_output_tokens": 123}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8bc84fa99f0265d695a609f843d8d5b05a9e6037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5164789cf7641db6", + "api_calls": 0, + "input_tokens": 13879, + "cached_input_tokens": 12032, + "output_tokens": 212, + "total_tokens": 14091, + "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": 7154.15, + "sql_execution_elapsed_ms_total": 4.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/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_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..346d93e190f56332693f45d8b1b0665949419f4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/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": "2026-05-19T15:39:18.872213+00:00", + "ended_at": "2026-05-19T15:39:26.026400+00:00", + "elapsed_ms": 7154.15, + "prompt_metrics": { + "chars": 6237, + "bytes_utf8": 6237, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 654, + "bytes_utf8": 654, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 301, + "bytes_utf8": 301, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13879, + "cached_input_tokens": 12032, + "output_tokens": 212, + "reasoning_output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dbef988fc9d7019f47906b6ea9db456646275c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "health", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aefc2f20a20320b43fc4ff327d13e2fd7cec94b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-38e2-7af3-b592-2dd8c6ea9ad4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 11;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"health\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13879,"cached_input_tokens":12032,"output_tokens":212,"reasoning_output_tokens":123}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71f37f0204119bb2fc876f344514e632c6ff3d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 11;","notes":"Applies the Low-Support Group Count template with group_col bound to \"health\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76a2c36564785246fe01804377d265e86eb8dfd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6434, "bytes_utf8": 6434, "lines": 206, "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": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff96c497370114004c5d0d28b6ef91f75df34961 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5719d87543e4ca11", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 14270, + "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": 8866.81, + "sql_execution_elapsed_ms_total": 5.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/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_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eea8cc785703de595f6705c14000a6da8889f064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/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": "2026-05-19T15:51:39.979158+00:00", + "ended_at": "2026-05-19T15:51:48.846045+00:00", + "elapsed_ms": 8866.81, + "prompt_metrics": { + "chars": 6434, + "bytes_utf8": 6434, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 361, + "bytes_utf8": 361, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 352, + "reasoning_output_tokens": 250 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf814721beae7153d5daab2897425e5d53bda3a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "form", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf26ce9af3cd0f7ceafc8150674f1e40f01174f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-87f0-7cb1-adca-f6eda7ac88c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"form\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\",\"notes\":\"Applies the planned Filtered Top-k Group Count template using \\\"form\\\" as the grouping column and filtering rows where \\\"social\\\" = 'nonprob'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12032,"output_tokens":352,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17d7be6653e022956b693c8b545c2a1a6027a5e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS \"support\"\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\"\nORDER BY \"support\" DESC\nLIMIT 15;","notes":"Applies the planned Filtered Top-k Group Count template using \"form\" as the grouping column and filtering rows where \"social\" = 'nonprob'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a561fde4689a395cda2b8fbeb5145730d7bf57f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6162, "bytes_utf8": 6162, "lines": 202, "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": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12032, "output_tokens": 230, "reasoning_output_tokens": 149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb55a9b28c6507d1738235c551b9983abecd37c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_59640a4ddad96932", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 230, + "total_tokens": 14074, + "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": 7225.08, + "sql_execution_elapsed_ms_total": 3.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/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_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c18a0257bceacc4127310416e0b837ca6328cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/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": "2026-05-19T15:29:56.804135+00:00", + "ended_at": "2026-05-19T15:30:04.029248+00:00", + "elapsed_ms": 7225.08, + "prompt_metrics": { + "chars": 6162, + "bytes_utf8": 6162, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 655, + "bytes_utf8": 655, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 297, + "bytes_utf8": 297, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 230, + "reasoning_output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..158fb73eccb0355aed6ae540fd055928eef80532 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c25c5acdd599f26e1b230de18c18b61920e8fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-a544-72e3-b05a-468b021314d0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"children\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13844,"cached_input_tokens":12032,"output_tokens":230,"reasoning_output_tokens":149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fae34ae4655600836d74fe45f099273a4de2feb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"children\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_59640a4ddad96932/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8e689d452bcac90a2bd96d97bbf6b8827942a07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "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": 558, "bytes_utf8": 558, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13971, "cached_input_tokens": 12672, "output_tokens": 363, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18dc7992f4ac9bd552733e711db6ab70efac5a9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_61eea83102f24eb9", + "api_calls": 0, + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 363, + "total_tokens": 14334, + "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": 14361.31, + "sql_execution_elapsed_ms_total": 12.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/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_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15e8aaec206878f2f0068e1307f8e142d6677ab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/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": "2026-05-19T15:47:45.613589+00:00", + "ended_at": "2026-05-19T15:47:59.974960+00:00", + "elapsed_ms": 14361.31, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1277, + "bytes_utf8": 1277, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 558, + "bytes_utf8": 558, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 363, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc3334c31dd901715112e9de23ff7ecd97cf1e60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a51684f88ba988b4d8b0f49549fef930e264d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-f4c8-78c0-9f45-fcdf57d041a2"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988492, Requested 14606. Please try again in 92ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC, \\\"children\\\", \\\"class\\\";\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='spec_prior'. Because the grouping includes \\\"class\\\", the resulting target_rate is binary within each grouped class level.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13971,"cached_input_tokens":12672,"output_tokens":363,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0a392594ba40e19b123f808e6ff77c2bf280c24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"class\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY \"target_rate\" DESC, \"children\", \"class\";","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"class\", target_col=\"class\", and target_value='spec_prior'. Because the grouping includes \"class\", the resulting target_rate is binary within each grouped class level."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6becece8f6150c592c993870c038320c566e57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:58.731134+00:00", + "ended_at": "2026-05-19T15:56:01.605674+00:00", + "elapsed_ms": 2874.51, + "returncode": 1, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7dd5d858245af792362ecf18f7e3b0a4e4c06a40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:02.607426+00:00", + "ended_at": "2026-05-19T15:56:05.415944+00:00", + "elapsed_ms": 2808.48, + "returncode": 1, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e96d14f28e36e2aba4ea4533b60dc7c78779454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "has_nurs", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e96d14f28e36e2aba4ea4533b60dc7c78779454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "has_nurs", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f643e34382c2f2dd3a18280f8a8faa83ce1bba25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-7aaa-7bf2-ac55-294ef9aceeb7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7141a997f66b6ec6c0383ca4f1fa492abf8e4ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-7aaa-7bf2-ac55-294ef9aceeb7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39f3e2cff05567411aaf55c8ee00a6c6872c4d58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-89c2-7062-9411-a729c41464d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f355636df8a4a0c59fd0a8e4a117eb5a5ff92bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-89c2-7062-9411-a729c41464d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca2db51fef7aa717b23e57a0adabc71d43c971c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6411, "bytes_utf8": 6411, "lines": 204, "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": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13946, "cached_input_tokens": 12672, "output_tokens": 247, "reasoning_output_tokens": 136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6d61e2273bf1c5d8af141f37f04869ff49d5175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_67c2c0cb11ef9545", + "api_calls": 0, + "input_tokens": 13946, + "cached_input_tokens": 12672, + "output_tokens": 247, + "total_tokens": 14193, + "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": 10362.21, + "sql_execution_elapsed_ms_total": 14.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/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_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e36d6ce2f73ec4bc37a7258b43c21bfced65ce5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/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": "2026-05-19T15:41:48.053007+00:00", + "ended_at": "2026-05-19T15:41:58.415264+00:00", + "elapsed_ms": 10362.21, + "prompt_metrics": { + "chars": 6411, + "bytes_utf8": 6411, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13946, + "cached_input_tokens": 12672, + "output_tokens": 247, + "reasoning_output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6711370ab6def52ddf54438ad1f6d2ba1f0a238 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9368a5205d35e5df0f9c02cccd1e5040e9bccf48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-7fb8-7af0-8ba6-9e0233ca99c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"form\\\"\\nLIMIT 13;\",\"notes\":\"Uses the planned Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"form\\\", and top_k=13 on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13946,"cached_input_tokens":12672,"output_tokens":247,"reasoning_output_tokens":136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e9f22d95002c2814e85862b429cf885a781b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY support ASC, \"parents\", \"form\"\nLIMIT 13;","notes":"Uses the planned Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"form\", and top_k=13 on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67c2c0cb11ef9545/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c55d7cc009f50af891bf2dcd1ef989cf829a062 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "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": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13947, "cached_input_tokens": 12672, "output_tokens": 288, "reasoning_output_tokens": 180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6980dc4063c7c9b72af3e07df7d6105cd0b13327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6e5050a8737838aa", + "api_calls": 0, + "input_tokens": 13947, + "cached_input_tokens": 12672, + "output_tokens": 288, + "total_tokens": 14235, + "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": 8236.36, + "sql_execution_elapsed_ms_total": 6.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/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_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6bb96069518f13a3fd651735c089221fb80ec88e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/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": "2026-05-19T15:42:19.453660+00:00", + "ended_at": "2026-05-19T15:42:27.690053+00:00", + "elapsed_ms": 8236.36, + "prompt_metrics": { + "chars": 6417, + "bytes_utf8": 6417, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13947, + "cached_input_tokens": 12672, + "output_tokens": 288, + "reasoning_output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb9b8230bdad644bbb1656b2c5ee0cb71fa22cb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4215b61cff93ac434125e8579b455f6e96a9eb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-fa47-7af3-8cd1-83d010d547f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"housing\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"housing\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"housing\\\", and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13947,"cached_input_tokens":12672,"output_tokens":288,"reasoning_output_tokens":180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4689497ffbc43fca3f03686136de86dfa4d30860 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"housing\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"support\" ASC, \"parents\", \"housing\"\nLIMIT 10;","notes":"Applied the Pairwise Sparse Slice Count template with fixed bindings group_col=\"parents\", group_col_2=\"housing\", and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fef917338e7be875a6c35f2d32bbc733bfe1968f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6439, "bytes_utf8": 6439, "lines": 206, "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": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13920, "cached_input_tokens": 12032, "output_tokens": 221, "reasoning_output_tokens": 118}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfb438f2e720c602959d083a71776f95687ab74b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_72c149a9852c87bd", + "api_calls": 0, + "input_tokens": 13920, + "cached_input_tokens": 12032, + "output_tokens": 221, + "total_tokens": 14141, + "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": 7166.03, + "sql_execution_elapsed_ms_total": 4.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/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_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11954c07952b9c2b2b62da4f79ebd9157b95e171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/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": "2026-05-19T15:53:00.502097+00:00", + "ended_at": "2026-05-19T15:53:07.668159+00:00", + "elapsed_ms": 7166.03, + "prompt_metrics": { + "chars": 6439, + "bytes_utf8": 6439, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13920, + "cached_input_tokens": 12032, + "output_tokens": 221, + "reasoning_output_tokens": 118 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af30f28653026749febb78573b15c2363b9454e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "proper", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4c3dabe6cacf242c4f828023ef690be4afdb224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-c28d-7922-b5a1-4bab0e8502e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'proper'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Applied the Filtered Top-k Group Count template with group_col=\\\"social\\\", filtered to rows where \\\"has_nurs\\\" = 'proper', returning subgroup counts ordered by support descending.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13920,"cached_input_tokens":12032,"output_tokens":221,"reasoning_output_tokens":118}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e6cdd3a5ce5f64bc80e5bc3b0d337e0a8933fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'proper'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 19;","notes":"Applied the Filtered Top-k Group Count template with group_col=\"social\", filtered to rows where \"has_nurs\" = 'proper', returning subgroup counts ordered by support descending."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64bf4bcce8fde71494e1464dd9989fbd94634ac6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6556, "bytes_utf8": 6556, "lines": 208, "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": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13961, "cached_input_tokens": 12032, "output_tokens": 347, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f19aac3d57814b2e5eadef6b04c12017dc9cbacb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_72fb4f2a7c66b843", + "api_calls": 0, + "input_tokens": 13961, + "cached_input_tokens": 12032, + "output_tokens": 347, + "total_tokens": 14308, + "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": 9440.12, + "sql_execution_elapsed_ms_total": 1.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/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_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..807da19f87560131372255980e0a61d39c0d07e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/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": "2026-05-19T15:38:27.107215+00:00", + "ended_at": "2026-05-19T15:38:36.547365+00:00", + "elapsed_ms": 9440.12, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13961, + "cached_input_tokens": 12032, + "output_tokens": 347, + "reasoning_output_tokens": 243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0a81e376365c0d9bd08b916ce697178cb1448a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=form, group_col_2=finance.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "form", + "group_col_2": "finance", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcffbc1f59c5fbc21743b6a4716f2e7eea2830ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-6ea1-7711-8544-424133828d44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d.\\nSELECT \\\"form\\\", \\\"finance\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"form\\\", \\\"finance\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the fixed template bindings: group by \\\"form\\\" and \\\"finance\\\", filtered where \\\"class\\\" = 'very_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13961,"cached_input_tokens":12032,"output_tokens":347,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df866b07372ed5383a18356b592ed234acaa6336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d.\nSELECT \"form\", \"finance\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"form\", \"finance\"\nORDER BY \"row_count\" DESC;","notes":"Applied the fixed template bindings: group by \"form\" and \"finance\", filtered where \"class\" = 'very_recom'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05b6c1de005b3dc36f09fc14c9c2eb36f93618fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "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": 6580, "bytes_utf8": 6580, "lines": 208, "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": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13951, "cached_input_tokens": 12672, "output_tokens": 343, "reasoning_output_tokens": 222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37d18a3218e8fd75b33002162b1c104d011360c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_767981fbdd27a347", + "api_calls": 0, + "input_tokens": 13951, + "cached_input_tokens": 12672, + "output_tokens": 343, + "total_tokens": 14294, + "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": 13345.15, + "sql_execution_elapsed_ms_total": 2.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/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_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a7150d94496e8d1a7949d539eb0ae15729f5636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:05.326265+00:00", + "ended_at": "2026-05-19T15:55:08.227214+00:00", + "elapsed_ms": 2900.9, + "returncode": 1, + "prompt_metrics": { + "chars": 6580, + "bytes_utf8": 6580, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bae6576a4abd5e1ca730312c51da23758db30d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/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": "2026-05-19T15:55:09.230148+00:00", + "ended_at": "2026-05-19T15:55:19.674449+00:00", + "elapsed_ms": 10444.25, + "prompt_metrics": { + "chars": 6580, + "bytes_utf8": 6580, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 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": 13951, + "cached_input_tokens": 12672, + "output_tokens": 343, + "reasoning_output_tokens": 222 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..586859b84b5d87c671fe9153eb958d0c848498fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "social", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..586859b84b5d87c671fe9153eb958d0c848498fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "social", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1495086c01c98c62e73b6cb15056183314679bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-aa1d-7d30-b561-3d5d568c00cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68d8c0f0b57a9f11f9e6d137ab686f8df992a26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-aa1d-7d30-b561-3d5d568c00cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a12a95a62a3d573f16901a29a1aa5cc97aafba21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-b942-7e02-b33d-96d200be1690"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"social\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 17;\",\"notes\":\"Applied the required template with the provided bindings. Note that \\\"entity_col\\\" and \\\"group_col\\\" are both \\\"social\\\", so each grouped non-NULL value will typically yield a distinct count of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13951,"cached_input_tokens":12672,"output_tokens":343,"reasoning_output_tokens":222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..72ead288ae52370442eec8ac965d9b2df09553ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"social\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 17;","notes":"Applied the required template with the provided bindings. Note that \"entity_col\" and \"group_col\" are both \"social\", so each grouped non-NULL value will typically yield a distinct count of 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75b5c3ebd9da4093bb7725d1b22885803a5774cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7076, "bytes_utf8": 7076, "lines": 207, "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": 708, "bytes_utf8": 708, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14083, "cached_input_tokens": 12672, "output_tokens": 1034, "reasoning_output_tokens": 840}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f98a94eeafffbbb0b9c50f9e6463d57371c2859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7a572fe8b382543f", + "api_calls": 0, + "input_tokens": 14083, + "cached_input_tokens": 12672, + "output_tokens": 1034, + "total_tokens": 15117, + "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": 20313.03, + "sql_execution_elapsed_ms_total": 7.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/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_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..430aad18b62f249e2ab17abf8eee6340e68eb32c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/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": "2026-05-19T15:36:32.286222+00:00", + "ended_at": "2026-05-19T15:36:52.599284+00:00", + "elapsed_ms": 20313.03, + "prompt_metrics": { + "chars": 7076, + "bytes_utf8": 7076, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1106, + "bytes_utf8": 1106, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14083, + "cached_input_tokens": 12672, + "output_tokens": 1034, + "reasoning_output_tokens": 840 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0253fe5ed1f01ef1341bf42df14615e8b0f5e95f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f36dd450110f4f4d365eed77fdb429c04184a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-ae22-75f2-a793-7ba38f1cf08b"} +{"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 \\\"finance\\\",\\n SUM(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c7\\\"\\n GROUP BY \\\"finance\\\"\\n)\\nSELECT \\\"finance\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applied the requested template with both group_col and condition_col bound to \\\"finance\\\", using 'convenient' as the numerator condition and 'inconv' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14083,"cached_input_tokens":12672,"output_tokens":1034,"reasoning_output_tokens":840}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1af244ce98e9d20a96a7cbe3364b75e01b519933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT \"finance\",\n SUM(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c7\"\n GROUP BY \"finance\"\n)\nSELECT \"finance\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Applied the requested template with both group_col and condition_col bound to \"finance\", using 'convenient' as the numerator condition and 'inconv' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..575d692b700e0e0482c45e7d01519c48c924f3b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 205, "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": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 412, "reasoning_output_tokens": 273}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9439be2c0be39e76b806cd500f9a0c713e2186d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_826cd85fdc19eeef", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 412, + "total_tokens": 14398, + "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": 14167.26, + "sql_execution_elapsed_ms_total": 5.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/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_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d1e5c1dfc6c0d55de650b6805ac9fc655e69e60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/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": "2026-05-19T15:46:54.412247+00:00", + "ended_at": "2026-05-19T15:47:08.579548+00:00", + "elapsed_ms": 14167.26, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1157, + "bytes_utf8": 1157, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 465, + "bytes_utf8": 465, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 412, + "reasoning_output_tokens": 273 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83f57a1826f4711e6feb7d188a7253334d0893df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..222f4c1954953b5c4a702b6c018112deb745c311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-2c46-7b81-9200-ca4056783de7"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14621. Please try again in 438ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13986,"cached_input_tokens":12672,"output_tokens":412,"reasoning_output_tokens":273}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ac87f313a5bd7b57e7ce97d67994f5d9d6c6e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='very_recom', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a864855a0c732eff0b122f577bd07ddb865b1501 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6440, "bytes_utf8": 6440, "lines": 206, "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": 6440, "bytes_utf8": 6440, "lines": 206, "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": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12672, "output_tokens": 282, "reasoning_output_tokens": 189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fd4b12e3daf79c7b7a39d336e228541dfb580b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8621df56718ced1b", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 282, + "total_tokens": 14200, + "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": 15118.73, + "sql_execution_elapsed_ms_total": 5.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/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_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a7c3fe56ad63c2e5907a45d99f37b5c0de0dfb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:13.531485+00:00", + "ended_at": "2026-05-19T15:52:20.674585+00:00", + "elapsed_ms": 7143.08, + "returncode": 1, + "prompt_metrics": { + "chars": 6440, + "bytes_utf8": 6440, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42f87b758694e0e48e978039d90811b98e97e990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/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": "2026-05-19T15:52:21.676724+00:00", + "ended_at": "2026-05-19T15:52:29.652428+00:00", + "elapsed_ms": 7975.65, + "prompt_metrics": { + "chars": 6440, + "bytes_utf8": 6440, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 348, + "bytes_utf8": 348, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 282, + "reasoning_output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89dc830a6e606adc1eb5941f795b288a47cab0f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89dc830a6e606adc1eb5941f795b288a47cab0f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69985d6b27bf8532df68524151784ec6b386705a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0ade-7843-b5ce-6603b92fd0f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c9a26896f44631872ca167146e4121c77b3fc23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0ade-7843-b5ce-6603b92fd0f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20da619eddf3b596d300e16d74e3d5068af48558 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2ab1-7553-ac4e-1b70e2a5d7ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'priority'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Uses the filtered top-k group count template with \\\"housing\\\" as the grouping column and filters rows where \\\"class\\\" = 'priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12672,"output_tokens":282,"reasoning_output_tokens":189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9203fe5f976a95aa29ec80ec0065dbfdddc14ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'priority'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 17;","notes":"Uses the filtered top-k group count template with \"housing\" as the grouping column and filters rows where \"class\" = 'priority'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8621df56718ced1b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e224133678240f3ab9bc34d08800a1aa324a60b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "health", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0024b96a27681e2f9ebf811de61342fbfc08c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-65d4-7cc0-9cc0-db3828c98d0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"health\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by \\\"health\\\" to inspect the distribution of subgroup sizes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13844,"cached_input_tokens":12032,"output_tokens":252,"reasoning_output_tokens":183}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66112bf7625b184660a3d76454e793a6ea04ed5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "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": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 266, "reasoning_output_tokens": 151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24f5ef3ec76f6cc52a961df397fd817446453fa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8a2194f5d4a7a8f5", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 266, + "total_tokens": 14161, + "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": 8604.17, + "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_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/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_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..308a381bfe25f325048358bc2dd2d6f15132a149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/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": "2026-05-19T15:29:09.160896+00:00", + "ended_at": "2026-05-19T15:29:17.765101+00:00", + "elapsed_ms": 8604.17, + "prompt_metrics": { + "chars": 6364, + "bytes_utf8": 6364, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 469, + "bytes_utf8": 469, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 266, + "reasoning_output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21ec8f80a8aaf6f5ab7b98170568fa41dee4b446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "housing", + "entity_col": "housing", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8118598f85ad55e23cf1b7750c88425f440d3737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-eb24-75c2-a749-8bec1b3021eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template with group_col=\\\"housing\\\" and entity_col=\\\"housing\\\" exactly as bound. Because the grouped column and distinct-counted column are the same, each non-NULL housing group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":266,"reasoning_output_tokens":151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bc3852d1375680cba0ebe327c2b3002babb3c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;","notes":"Applied the provided template with group_col=\"housing\" and entity_col=\"housing\" exactly as bound. Because the grouped column and distinct-counted column are the same, each non-NULL housing group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb9c8f73b3e0c029eb4fdba9c2cfe7b235c9178b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6442, "bytes_utf8": 6442, "lines": 206, "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": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12672, "output_tokens": 416, "reasoning_output_tokens": 323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7895fbf273b2d955a71872b7abec920a4da893c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_90527235afdb576e", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 416, + "total_tokens": 14334, + "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": 9885.67, + "sql_execution_elapsed_ms_total": 2.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/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_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77a58c87d6b3ea0affe77048d35bb71975229b87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/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": "2026-05-19T15:51:02.234165+00:00", + "ended_at": "2026-05-19T15:51:12.119865+00:00", + "elapsed_ms": 9885.67, + "prompt_metrics": { + "chars": 6442, + "bytes_utf8": 6442, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 348, + "bytes_utf8": 348, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 416, + "reasoning_output_tokens": 323 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d50003f1a14d155e49a56dc1a472fc4a800784f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "parents", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..215be0e42fcc3f7736866bc15663f76b884c432c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-f481-7731-b3df-830d81d1be98"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"parents\\\" and predicate \\\"housing\\\" = 'critical'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12672,"output_tokens":416,"reasoning_output_tokens":323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffc6e43e069ca211567349105556ff7d4238c6ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"parents\" and predicate \"housing\" = 'critical'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_90527235afdb576e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf724c2f2db60c2e56b72fdde0e47304cad97ce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 207, "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": 690, "bytes_utf8": 690, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14087, "cached_input_tokens": 12032, "output_tokens": 414, "reasoning_output_tokens": 228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f3e47361f66fce7b04091a9e763ab480c9f23ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_94b73b3c210b840d", + "api_calls": 0, + "input_tokens": 14087, + "cached_input_tokens": 12032, + "output_tokens": 414, + "total_tokens": 14501, + "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": 10500.38, + "sql_execution_elapsed_ms_total": 6.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/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_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..983bbe6253e2ff508fa2b0833302ff0a3bb0ff32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/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": "2026-05-19T15:35:48.120228+00:00", + "ended_at": "2026-05-19T15:35:58.620651+00:00", + "elapsed_ms": 10500.38, + "prompt_metrics": { + "chars": 7078, + "bytes_utf8": 7078, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1055, + "bytes_utf8": 1055, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14087, + "cached_input_tokens": 12032, + "output_tokens": 414, + "reasoning_output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5032a6211e7a90cebbf02d4bd345f13f26f4e249 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bfb596b6ed5cb6af9dceac4397237f1e4c4fccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-01a2-7de2-918a-88d32ce161f4"} +{"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 \\\"has_nurs\\\",\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"has_nurs\\\"\\n)\\nSELECT \\\"has_nurs\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template exactly with group_col and condition_col both bound to \\\"has_nurs\\\", using 'critical' as the numerator condition and 'improper' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14087,"cached_input_tokens":12032,"output_tokens":414,"reasoning_output_tokens":228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60284251a6f86b9b16052a008fda68f752a62ff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"has_nurs\",\n SUM(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"has_nurs\"\n)\nSELECT \"has_nurs\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template exactly with group_col and condition_col both bound to \"has_nurs\", using 'critical' as the numerator condition and 'improper' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6400f4bfde81c3c4a8511873cf0ecbec9ae1755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6233, "bytes_utf8": 6233, "lines": 202, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13878, "cached_input_tokens": 12672, "output_tokens": 230, "reasoning_output_tokens": 141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6f65cccacd466ecfba647a1804b281523928c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_95b4627f36cfcef4", + "api_calls": 0, + "input_tokens": 13878, + "cached_input_tokens": 12672, + "output_tokens": 230, + "total_tokens": 14108, + "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": 7177.85, + "sql_execution_elapsed_ms_total": 4.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/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_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9b13a62100ae4430c467a85ba891f158649ef27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/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": "2026-05-19T15:40:45.831068+00:00", + "ended_at": "2026-05-19T15:40:53.008943+00:00", + "elapsed_ms": 7177.85, + "prompt_metrics": { + "chars": 6233, + "bytes_utf8": 6233, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 651, + "bytes_utf8": 651, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 298, + "bytes_utf8": 298, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13878, + "cached_input_tokens": 12672, + "output_tokens": 230, + "reasoning_output_tokens": 141 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b64ee12e502297f69903efb785c158c7c5e311e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "form", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a9ff7243d4f89784f444e8cfd01a62ed9a4dced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-8c8d-7fd3-b530-5420b484911f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 10;\",\"notes\":\"Used the planned Low-Support Group Count template with group_col bound to \\\"form\\\" and top_k set to 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13878,"cached_input_tokens":12672,"output_tokens":230,"reasoning_output_tokens":141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f68f5df9070e19c1c1961fd4a429e60194c758fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 10;","notes":"Used the planned Low-Support Group Count template with group_col bound to \"form\" and top_k set to 10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0047f2d6ba742553a499295354f7c613fbf46da5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6547, "bytes_utf8": 6547, "lines": 207, "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": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13972, "cached_input_tokens": 12672, "output_tokens": 268, "reasoning_output_tokens": 142}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c344c0c6cefe9e283801a4d6e6f17b11ccfb8f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_963a7b0c2b942cc8", + "api_calls": 0, + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 268, + "total_tokens": 14240, + "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": 10258.0, + "sql_execution_elapsed_ms_total": 12.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/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_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36209e6ff2f7c1824da755ff2409f5bf7a6de359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/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": "2026-05-19T15:50:43.306148+00:00", + "ended_at": "2026-05-19T15:50:53.564187+00:00", + "elapsed_ms": 10258.0, + "prompt_metrics": { + "chars": 6547, + "bytes_utf8": 6547, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 838, + "bytes_utf8": 838, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 268, + "reasoning_output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..219bea21ccedcb1675665bf2802952f90d653021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "social", + "group_col_2": "health", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6c4fd39960e465641103e6910c2690b1c7138c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-aa9b-7ef0-8be3-ddf240ef5e4e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"social\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"social\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='not_recom' using SQLite-compatible conditional averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13972,"cached_input_tokens":12672,"output_tokens":268,"reasoning_output_tokens":142}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..077810e765fe98ba11adf8bea75cf010caa00953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"social\", \"health\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"social\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"social\", group_col_2=\"health\", target_col=\"class\", and target_value='not_recom' using SQLite-compatible conditional averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b9a40d6c5422552cec2a902f38d3560451c672b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6365, "bytes_utf8": 6365, "lines": 204, "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": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 246, "reasoning_output_tokens": 139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6d00241a168e166456cef3f8342146b85d412de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9a9cc49aa08e10cb", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 246, + "total_tokens": 14141, + "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": 7800.92, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/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_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed8ea2b88147e4f0cdeb995ae501ca96849d999c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/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": "2026-05-19T15:28:27.593211+00:00", + "ended_at": "2026-05-19T15:28:35.394157+00:00", + "elapsed_ms": 7800.92, + "prompt_metrics": { + "chars": 6365, + "bytes_utf8": 6365, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 246, + "reasoning_output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31ab32acf03522b605c299fee7441e5540f917c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7411cd4672bb61da977207416273b81b8669a780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-48e1-7ee0-9698-6f73856306bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided template with group_col=\\\"parents\\\" and entity_col=\\\"parents\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":246,"reasoning_output_tokens":139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fea7326132bfb6bd8007203471cc55d36d81a839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Applied the provided template with group_col=\"parents\" and entity_col=\"parents\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9a9cc49aa08e10cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e468a5a5732db0061b7d4302761206f85a77afc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6432, "bytes_utf8": 6432, "lines": 206, "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": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12672, "output_tokens": 279, "reasoning_output_tokens": 185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b21499c3ed24137b89a81c8753841713263bd73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9d929bd05d083771", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 279, + "total_tokens": 14197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7479.82, + "sql_execution_elapsed_ms_total": 4.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/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_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8dbfe8ddd722cd188caba418520ce442e2a638d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/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": "2026-05-19T15:53:44.225437+00:00", + "ended_at": "2026-05-19T15:53:51.705301+00:00", + "elapsed_ms": 7479.82, + "prompt_metrics": { + "chars": 6432, + "bytes_utf8": 6432, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 337, + "bytes_utf8": 337, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 279, + "reasoning_output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06120dd3fa0c98cb3bbecc268887fbcdb5548f32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2461e43775f9a12676bfba44abfc37bfaf0b0dba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-6d1a-7fb0-abab-19e9927e37f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '1'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Applies the filtered top-k group count template with \\\"class\\\" as the grouping column and filters rows where \\\"children\\\" = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12672,"output_tokens":279,"reasoning_output_tokens":185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fb09545491c35737f7a65ad34f24fe2b940bb79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 16;","notes":"Applies the filtered top-k group count template with \"class\" as the grouping column and filters rows where \"children\" = '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1dc9fb66b3621eee1d52bd8676bbdde7830361e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "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": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13880, "cached_input_tokens": 12672, "output_tokens": 464, "reasoning_output_tokens": 371}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0cc09402719a82826d7ae6e2c89196efbdeb1c29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a504100f1177795b", + "api_calls": 0, + "input_tokens": 13880, + "cached_input_tokens": 12672, + "output_tokens": 464, + "total_tokens": 14344, + "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": 14974.76, + "sql_execution_elapsed_ms_total": 11.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/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_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57ddeea3f7d1547ac382022983c3195feb8f0389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/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": "2026-05-19T15:39:39.933066+00:00", + "ended_at": "2026-05-19T15:39:54.907858+00:00", + "elapsed_ms": 14974.76, + "prompt_metrics": { + "chars": 6237, + "bytes_utf8": 6237, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 672, + "bytes_utf8": 672, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 311, + "bytes_utf8": 311, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13880, + "cached_input_tokens": 12672, + "output_tokens": 464, + "reasoning_output_tokens": 371 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae80b56abc3421983b26616708f1c1490dc168ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5f4ac8526ae3cdab172f038acfbdf292ea5cc56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-8b3a-7ca1-8c59-7f17cdd594f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"support\\\" ASC, \\\"class\\\"\\nLIMIT 17;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"class\\\" and top_k set to 17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13880,"cached_input_tokens":12672,"output_tokens":464,"reasoning_output_tokens":371}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a45c90a784530d27bff05e63b3fe6445e4d5b523 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY \"support\" ASC, \"class\"\nLIMIT 17;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"class\" and top_k set to 17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7457dc86f648f008b7698bd0d7bed42c7aa416 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "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": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13880, "cached_input_tokens": 12032, "output_tokens": 373, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c0b9e25c7422483e130744c176dba0d087223d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a78cf7505af0d255", + "api_calls": 0, + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 373, + "total_tokens": 14253, + "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": 9508.15, + "sql_execution_elapsed_ms_total": 9.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/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_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec7bc67e1c1cf5000f15505675fd726596870531 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/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": "2026-05-19T15:39:09.344324+00:00", + "ended_at": "2026-05-19T15:39:18.852516+00:00", + "elapsed_ms": 9508.15, + "prompt_metrics": { + "chars": 6239, + "bytes_utf8": 6239, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 353, + "bytes_utf8": 353, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 373, + "reasoning_output_tokens": 272 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf2f193adc75a28ce245fe210065afc8fcadb037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "social", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb479f1e371af8cd064ebbf8973b08a18320587c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-13a8-7b00-b9b5-5c4b35dc7800"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY \\\"support\\\" ASC, \\\"social\\\"\\nLIMIT 15;\",\"notes\":\"Applied the Low-Support Group Count template with group_col=\\\"social\\\" and top_k=15 to return the least-supported social groups in table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13880,"cached_input_tokens":12032,"output_tokens":373,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6ca05d6dd42d34fe39b66f6ffd9093c4ee2a024 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY \"support\" ASC, \"social\"\nLIMIT 15;","notes":"Applied the Low-Support Group Count template with group_col=\"social\" and top_k=15 to return the least-supported social groups in table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c172ebaed0b17f56c7e6f856cd13d56166e19aa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12672, "output_tokens": 370, "reasoning_output_tokens": 265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef32b8e9b792f59ccad6770837d47df4a23e8a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ace049c32cedea42", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 370, + "total_tokens": 14288, + "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": 8645.66, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/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_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..496defbe05896efecb5ba288db857973b43a56c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/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": "2026-05-19T15:50:53.582283+00:00", + "ended_at": "2026-05-19T15:51:02.227970+00:00", + "elapsed_ms": 8645.66, + "prompt_metrics": { + "chars": 6441, + "bytes_utf8": 6441, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12672, + "output_tokens": 370, + "reasoning_output_tokens": 265 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f145f643af9c2577ca46886a61624d5a1251cc62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88793c4a8cdff153751974ee5d6f03ab867cc14b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-d2a9-76b3-b9e2-0f61b455e7c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with both group and predicate bound to \\\"parents\\\", filtered to rows where \\\"parents\\\" = 'great_pret'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12672,"output_tokens":370,"reasoning_output_tokens":265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f24b4870f6b1486b857d17a9eab2c480901d1b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS \"support\"\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Uses the provided Filtered Top-k Group Count template with both group and predicate bound to \"parents\", filtered to rows where \"parents\" = 'great_pret'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ace049c32cedea42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d0b6f522208d4dc6d59ae4703d8497970c7546b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6555, "bytes_utf8": 6555, "lines": 208, "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": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13961, "cached_input_tokens": 12672, "output_tokens": 255, "reasoning_output_tokens": 154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7216405faec1eb9b189469599643e395c4668b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ae33a5e399caf375", + "api_calls": 0, + "input_tokens": 13961, + "cached_input_tokens": 12672, + "output_tokens": 255, + "total_tokens": 14216, + "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": 7773.11, + "sql_execution_elapsed_ms_total": 5.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/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_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a289bba80a40f734f503b0a035f42a5687abb93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/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": "2026-05-19T15:38:45.797748+00:00", + "ended_at": "2026-05-19T15:38:53.570897+00:00", + "elapsed_ms": 7773.11, + "prompt_metrics": { + "chars": 6555, + "bytes_utf8": 6555, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13961, + "cached_input_tokens": 12672, + "output_tokens": 255, + "reasoning_output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd6137a3cfdd060702adaa3116727753478d8e5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=form, group_col_2=health.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "form", + "group_col_2": "health", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a270a82cf55d1c74609fb243138bb182177cc7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-b7a6-7012-bb8a-8279fd5c00bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"form\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'critical'\\nGROUP BY \\\"form\\\", \\\"health\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the filtered two-dimensional group count template using form and health as grouping columns, filtered to rows where has_nurs = 'critical'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13961,"cached_input_tokens":12672,"output_tokens":255,"reasoning_output_tokens":154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d85075252e860543d919bd30db7e288176895a5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"has_nurs\" = 'critical'\nGROUP BY \"form\", \"health\"\nORDER BY row_count DESC;","notes":"Applies the filtered two-dimensional group count template using form and health as grouping columns, filtered to rows where has_nurs = 'critical'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f41444ecd4a59d894f8bd27aa25c47db67907e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "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": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13882, "cached_input_tokens": 12032, "output_tokens": 238, "reasoning_output_tokens": 149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91ba014981fdff5f9a3e22c2465201d0cc8c4230 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b099cc4c834a89b3", + "api_calls": 0, + "input_tokens": 13882, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 14120, + "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": 7949.54, + "sql_execution_elapsed_ms_total": 4.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/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_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e0abc5c72aae06dfc923f1cff2e4955a934bb10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/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": "2026-05-19T15:39:01.385404+00:00", + "ended_at": "2026-05-19T15:39:09.334977+00:00", + "elapsed_ms": 7949.54, + "prompt_metrics": { + "chars": 6237, + "bytes_utf8": 6237, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 679, + "bytes_utf8": 679, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 326, + "bytes_utf8": 326, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13882, + "cached_input_tokens": 12032, + "output_tokens": 238, + "reasoning_output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aba320e6da34a9a1745c48b2b42d8c21e74d9e83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "social", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4efbbdb5fa32019a102c6a8d2cbb117c8471ae39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-f493-7d90-80e7-fd4b2a7ba520"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 10;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"social\\\" to surface the least-supported social categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13882,"cached_input_tokens":12032,"output_tokens":238,"reasoning_output_tokens":149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa21f236a134b5fb88605261ba4fc9df2faab7ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 10;","notes":"Applies the Low-Support Group Count template with group_col bound to \"social\" to surface the least-supported social categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..294632d28972f0c86fefcc72a4fb79e5793dac27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "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": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13952, "cached_input_tokens": 12032, "output_tokens": 366, "reasoning_output_tokens": 240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94cb5c32589df64c00a150f58801bae8d0a1bd2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b235a421306784df", + "api_calls": 0, + "input_tokens": 13952, + "cached_input_tokens": 12032, + "output_tokens": 366, + "total_tokens": 14318, + "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": 7984.79, + "sql_execution_elapsed_ms_total": 6.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/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_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c38310e114f802f46ca781da4f0f6b032a4dc9e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/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": "2026-05-19T15:41:32.924508+00:00", + "ended_at": "2026-05-19T15:41:40.909319+00:00", + "elapsed_ms": 7984.79, + "prompt_metrics": { + "chars": 6417, + "bytes_utf8": 6417, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13952, + "cached_input_tokens": 12032, + "output_tokens": 366, + "reasoning_output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..705a5dbdd380aa12281d43d2201ebb6d46ef1f4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50796d583d0a7476af5988ba57275bda5ec83618 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-447e-7360-a5fb-780d14c945db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 12;\",\"notes\":\"Uses the planned Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"has_nurs\\\", and top_k=12 to return the least frequent parent/has_nurs combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13952,"cached_input_tokens":12032,"output_tokens":366,"reasoning_output_tokens":240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b62242f96c5418afbc0e150f8d691aead5497e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY \"support\" ASC, \"parents\", \"has_nurs\"\nLIMIT 12;","notes":"Uses the planned Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"has_nurs\", and top_k=12 to return the least frequent parent/has_nurs combinations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0685ebaf3cdeefd754961bd313eee3721fedb8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/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": 207, "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": 549, "bytes_utf8": 549, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13933, "cached_input_tokens": 12672, "output_tokens": 295, "reasoning_output_tokens": 158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0431cce33719272eb39c86f09c209d71837f0fb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b47d52ebf4552582", + "api_calls": 0, + "input_tokens": 13933, + "cached_input_tokens": 12672, + "output_tokens": 295, + "total_tokens": 14228, + "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": 24161.81, + "sql_execution_elapsed_ms_total": 5.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/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_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a83142d875a59134a62e8c04f9bb2f387b4500b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/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": "2026-05-19T15:32:00.700116+00:00", + "ended_at": "2026-05-19T15:32:24.861971+00:00", + "elapsed_ms": 24161.81, + "prompt_metrics": { + "chars": 6517, + "bytes_utf8": 6517, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2235, + "bytes_utf8": 2235, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 549, + "bytes_utf8": 549, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13933, + "cached_input_tokens": 12672, + "output_tokens": 295, + "reasoning_output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f44b727f2fb070db23eb35b9e14ab875161c3b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "problematic", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a227a12286cb4e235a208d5ea68b51991a49da35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dd-894f-72a3-9333-15bc2041d3b4"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14568. Please try again in 437ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1985820, Requested 14568. Please try again in 11ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1993337, Requested 14568. Please try again in 237ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14568. Please try again in 437ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the requested Grouped Condition Rate template with group_col=\\\"social\\\" and condition_col=\\\"social\\\", using condition_value='problematic'. Because the grouping and condition columns are the same, each social category will have a deterministic rate of 1.0 for 'problematic' and 0.0 for all other categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13933,"cached_input_tokens":12672,"output_tokens":295,"reasoning_output_tokens":158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f53163d481e1bb53324af869ac2705c4834aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;","notes":"Applied the requested Grouped Condition Rate template with group_col=\"social\" and condition_col=\"social\", using condition_value='problematic'. Because the grouping and condition columns are the same, each social category will have a deterministic rate of 1.0 for 'problematic' and 0.0 for all other categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05494a72b0aaf4f624de43cf195b4ccc33768bbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 207, "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": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14082, "cached_input_tokens": 12672, "output_tokens": 920, "reasoning_output_tokens": 717}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6be03bc996f64631ffa78d83abad7c30b9329bcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b49bf6d3a5c641d0", + "api_calls": 0, + "input_tokens": 14082, + "cached_input_tokens": 12672, + "output_tokens": 920, + "total_tokens": 15002, + "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": 16744.71, + "sql_execution_elapsed_ms_total": 7.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/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_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..016797ad0582070eb3f9b5ab4ac0872c50931525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/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": "2026-05-19T15:37:03.210191+00:00", + "ended_at": "2026-05-19T15:37:19.954928+00:00", + "elapsed_ms": 16744.71, + "prompt_metrics": { + "chars": 7072, + "bytes_utf8": 7072, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1149, + "bytes_utf8": 1149, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14082, + "cached_input_tokens": 12672, + "output_tokens": 920, + "reasoning_output_tokens": 717 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57e435ea09836bb9fea83d505bda4c07b4e5ecc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0915161dd582adb4ab43e8ead8a6ce48db81350f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-26fb-7b22-96f5-e96f504071d2"} +{"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 \\\"health\\\",\\n SUM(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c7\\\"\\n GROUP BY \\\"health\\\"\\n)\\nSELECT \\\"health\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"health\\\". Because the grouping column and condition column are the same, the resulting ratio is degenerate for many groups and will often be 0 or NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14082,"cached_input_tokens":12672,"output_tokens":920,"reasoning_output_tokens":717}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da8d547279a76217f3ae64bd60d0b4996b4e5a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT \"health\",\n SUM(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c7\"\n GROUP BY \"health\"\n)\nSELECT \"health\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Uses the required template with both group_col and condition_col bound to \"health\". Because the grouping column and condition column are the same, the resulting ratio is degenerate for many groups and will often be 0 or NULL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c0b76e37ea22326af0443abb89ebc1539f26bae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6159, "bytes_utf8": 6159, "lines": 202, "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": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12032, "output_tokens": 298, "reasoning_output_tokens": 223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72eed5d0715aaa754fb5bdda40223a6d9e48740e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b5ce1c214b33a3cc", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 298, + "total_tokens": 14142, + "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": 19001.38, + "sql_execution_elapsed_ms_total": 9.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/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_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f455813f39a82e5dc7e4a7dcf3705391e09ed1af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/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": "2026-05-19T15:30:04.038004+00:00", + "ended_at": "2026-05-19T15:30:23.039418+00:00", + "elapsed_ms": 19001.38, + "prompt_metrics": { + "chars": 6159, + "bytes_utf8": 6159, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1648, + "bytes_utf8": 1648, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 295, + "bytes_utf8": 295, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 298, + "reasoning_output_tokens": 223 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce6d6b861f7e2af5c6f6f4c6a8a1b173b864220c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "housing", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb6b94718547597715f1fde2efa2fba46c89fa1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40db-c191-74b1-8830-cb412c87cc7e"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14479. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14479. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14479. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with \\\"housing\\\" as the grouping column to inspect subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13844,"cached_input_tokens":12032,"output_tokens":298,"reasoning_output_tokens":223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04b20d2ea93e1c55bcf3a7b65e2506917608a3d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with \"housing\" as the grouping column to inspect subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c5b8fbf9731d341e6ad8dde2330313da357c522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "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": 13895, "cached_input_tokens": 0, "output_tokens": 272, "reasoning_output_tokens": 163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfd28fe41ac33c90a5f20f2a0368d176dc2af003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b78f11a20b05dbff", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 0, + "output_tokens": 272, + "total_tokens": 14167, + "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": 9578.5, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/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_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..140850f0658bd95cd373b96518cfb49dde099daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/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": "2026-05-19T15:28:18.004405+00:00", + "ended_at": "2026-05-19T15:28:27.582933+00:00", + "elapsed_ms": 9578.5, + "prompt_metrics": { + "chars": 6364, + "bytes_utf8": 6364, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 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": 13895, + "cached_input_tokens": 0, + "output_tokens": 272, + "reasoning_output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bc84bb5d1409640676f2c4baf4858089dce48f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..845c2710253a159b4b84dd03c1ca9cae40778778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-2347-7852-b3be-796124bfbc5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the requested template with group_col=\\\"parents\\\" and entity_col=\\\"parents\\\" as bound. Because the distinct-count column is the same as the grouping column, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":0,"output_tokens":272,"reasoning_output_tokens":163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2767e128f1831b8dae6a42ab8fce1018cc3bba08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the requested template with group_col=\"parents\" and entity_col=\"parents\" as bound. Because the distinct-count column is the same as the grouping column, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8541eb29273242312443394e44d205978b7f1089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6542, "bytes_utf8": 6542, "lines": 207, "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": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13971, "cached_input_tokens": 12672, "output_tokens": 241, "reasoning_output_tokens": 125}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f3ae30ec2881a571fe58d3cc302bae5bf825582 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b8a6ff432b4f0806", + "api_calls": 0, + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 241, + "total_tokens": 14212, + "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": 7550.72, + "sql_execution_elapsed_ms_total": 11.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/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_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..879a58c8a9b69950d5a49521ef9af4d8c004c1fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/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": "2026-05-19T15:49:49.467643+00:00", + "ended_at": "2026-05-19T15:49:57.018392+00:00", + "elapsed_ms": 7550.72, + "prompt_metrics": { + "chars": 6542, + "bytes_utf8": 6542, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 403, + "bytes_utf8": 403, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 241, + "reasoning_output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9d3b716db06fda7b2405bc6257d2b05c7d9dc04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7131e983dccf197576df08b0e36ec4594bfbb583 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-d829-7f53-b031-7f3e30caf9d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the specified Two-Axis Target Rate Surface template with group_col=finance, group_col_2=health, and target_col=class targeting value 'very_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13971,"cached_input_tokens":12672,"output_tokens":241,"reasoning_output_tokens":125}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8f0e7d78e6d063741b6739ffa10076daeafad70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"health\"\nORDER BY target_rate DESC;","notes":"Used the specified Two-Axis Target Rate Surface template with group_col=finance, group_col_2=health, and target_col=class targeting value 'very_recom'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04a5cfa15478ebfebebcec15d0b735165ea460f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6351, "bytes_utf8": 6351, "lines": 204, "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": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13915, "cached_input_tokens": 12672, "output_tokens": 214, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1543918213a1576f1ca031f64a0c068c7c6876c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ba9f0f06191abe2d", + "api_calls": 0, + "input_tokens": 13915, + "cached_input_tokens": 12672, + "output_tokens": 214, + "total_tokens": 14129, + "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": 7808.72, + "sql_execution_elapsed_ms_total": 12.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/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_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae9e40028a3d27cf9a62da02cf07b1ed2d01322b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/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": "2026-05-19T15:53:59.390987+00:00", + "ended_at": "2026-05-19T15:54:07.199750+00:00", + "elapsed_ms": 7808.72, + "prompt_metrics": { + "chars": 6351, + "bytes_utf8": 6351, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13915, + "cached_input_tokens": 12672, + "output_tokens": 214, + "reasoning_output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d750bbca807e13471c4ae235150d8da62d5cd55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=health.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "health", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ed041d4b9a77ceb96acb234e0ab7a48caa25b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-a878-72c3-9eab-2b6e8da00a64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"has_nurs\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Uses the requested Two-Dimensional Top-k Count template with group_col=\\\"has_nurs\\\" and group_col_2=\\\"health\\\", returning the 11 highest-support subgroup combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13915,"cached_input_tokens":12672,"output_tokens":214,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eed557325c58146a842a6d41711ac8a187aca49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"has_nurs\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"health\"\nORDER BY support DESC\nLIMIT 11;","notes":"Uses the requested Two-Dimensional Top-k Count template with group_col=\"has_nurs\" and group_col_2=\"health\", returning the 11 highest-support subgroup combinations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b856a1ed3717b76e18343529737469df36fac0a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6585, "bytes_utf8": 6585, "lines": 208, "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": 552, "bytes_utf8": 552, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13951, "cached_input_tokens": 12032, "output_tokens": 413, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7cf540fc31726983af61191fd6b76d938b7183f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bc0d6b35d60391f8", + "api_calls": 0, + "input_tokens": 13951, + "cached_input_tokens": 12032, + "output_tokens": 413, + "total_tokens": 14364, + "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": 10379.84, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/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_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5883e2608f7c8b07654a9e7c66a90a68cc673ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/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": "2026-05-19T15:56:54.990193+00:00", + "ended_at": "2026-05-19T15:57:05.370075+00:00", + "elapsed_ms": 10379.84, + "prompt_metrics": { + "chars": 6585, + "bytes_utf8": 6585, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 932, + "bytes_utf8": 932, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 552, + "bytes_utf8": 552, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13951, + "cached_input_tokens": 12032, + "output_tokens": 413, + "reasoning_output_tokens": 272 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7c01ee54b7ef7d6eabe8c7a507926154e95fa35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "finance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a93ae746572fadfc5e2acf0ab4604a83e04959f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-565b-7ef3-bc4b-8724fdaf087e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\",\"notes\":\"Used the required template and fixed bindings exactly as provided. Because \\\"group_col\\\", \\\"entity_col\\\", and \\\"predicate_col\\\" are all bound to \\\"finance\\\", this is a degenerate filtered self-distinct query that will report the \\\"finance\\\" value 'convenient' with a distinct count of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13951,"cached_input_tokens":12032,"output_tokens":413,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..009f26493dc3f2b55eed3d8c2d09c65dbb32022e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;","notes":"Used the required template and fixed bindings exactly as provided. Because \"group_col\", \"entity_col\", and \"predicate_col\" are all bound to \"finance\", this is a degenerate filtered self-distinct query that will report the \"finance\" value 'convenient' with a distinct count of 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89adb9a50857171b49074ecc3270cf18758e5a0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 207, "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": 780, "bytes_utf8": 780, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14081, "cached_input_tokens": 12032, "output_tokens": 423, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e8cc7c8d09a3c27f9173075c9091482e613a77f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_be91c41cecc83be1", + "api_calls": 0, + "input_tokens": 14081, + "cached_input_tokens": 12032, + "output_tokens": 423, + "total_tokens": 14504, + "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": 10586.48, + "sql_execution_elapsed_ms_total": 6.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/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_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa783ebc9b068d7b3aace361fde3719d231bd4af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/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": "2026-05-19T15:36:52.611833+00:00", + "ended_at": "2026-05-19T15:37:03.198340+00:00", + "elapsed_ms": 10586.48, + "prompt_metrics": { + "chars": 7072, + "bytes_utf8": 7072, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1149, + "bytes_utf8": 1149, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14081, + "cached_input_tokens": 12032, + "output_tokens": 423, + "reasoning_output_tokens": 229 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7978df8851e1f393889dfd8005dd5c1d845f61bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dac28ac76996e163d04a0f1f16fc8f1450d4403d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-fd8e-75d1-b3cc-1ca026859731"} +{"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 \\\"social\\\",\\n SUM(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"social\\\"\\n)\\nSELECT \\\"social\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"social\\\" and condition_col=\\\"social\\\", using positive_value='nonprob' and negative_value='problematic'. Because the grouping column and condition column are the same, some groups will have zero denominators and therefore yield NULL ratios.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14081,"cached_input_tokens":12032,"output_tokens":423,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..591f3c3b5e84659c1449b5708261fe60ff6c117b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"social\",\n SUM(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"social\"\n)\nSELECT \"social\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template with group_col=\"social\" and condition_col=\"social\", using positive_value='nonprob' and negative_value='problematic'. Because the grouping column and condition column are the same, some groups will have zero denominators and therefore yield NULL ratios."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d51c02ebf3558a23bef5d7958e88d4cf86640c5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6513, "bytes_utf8": 6513, "lines": 207, "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": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13935, "cached_input_tokens": 12672, "output_tokens": 330, "reasoning_output_tokens": 189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05c55d4bfce339b226308cb0452aaf316cc502a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c32c008a4692432c", + "api_calls": 0, + "input_tokens": 13935, + "cached_input_tokens": 12672, + "output_tokens": 330, + "total_tokens": 14265, + "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": 11616.33, + "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_b/c7/artifacts/v2q_c7_c32c008a4692432c/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_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..885ecad6f14ddf9d7943c99d1b99edef4832ca30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/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": "2026-05-19T15:33:06.345009+00:00", + "ended_at": "2026-05-19T15:33:17.961378+00:00", + "elapsed_ms": 11616.33, + "prompt_metrics": { + "chars": 6513, + "bytes_utf8": 6513, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 879, + "bytes_utf8": 879, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 516, + "bytes_utf8": 516, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13935, + "cached_input_tokens": 12672, + "output_tokens": 330, + "reasoning_output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c43c157250dab04b948a28462fb2e3c977c16c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..836609d1582571eda1b798ee061d3bcf3955a26a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-89b1-7aa1-a78e-332f797ed387"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\". Because the grouping column and condition column are the same, the result shows a self-membership rate: 1.0 for the 'not_recom' class group and 0.0 for other class groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13935,"cached_input_tokens":12672,"output_tokens":330,"reasoning_output_tokens":189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbce463c929155df057a7742bc5971f32eaf43db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\". Because the grouping column and condition column are the same, the result shows a self-membership rate: 1.0 for the 'not_recom' class group and 0.0 for other class groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38f781b0cedd71a08101a5d0b874d4a8f8ef5977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:51.431715+00:00", + "ended_at": "2026-05-19T15:55:54.446939+00:00", + "elapsed_ms": 3015.19, + "returncode": 1, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3865ad4773bfd655bc6459e0c740a955406c2769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:55.449003+00:00", + "ended_at": "2026-05-19T15:55:58.727777+00:00", + "elapsed_ms": 3278.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96fcfb4015f27bb773932e046036714b4ae2d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "has_nurs", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96fcfb4015f27bb773932e046036714b4ae2d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "has_nurs", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca8d8584070a24163b6d0192e1497e10cb8562d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-5e14-7762-93ee-c849781da1d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c157c857e2f344f3f0d4b9ba93d63d1480034d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-5e14-7762-93ee-c849781da1d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb03425032253c826192ef47f972db889e916f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-6dce-7151-acf1-6fcdf1901b31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca33d7b6ccfe898e5dd7d6ed3e3d7b65be569232 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-6dce-7151-acf1-6fcdf1901b31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..096249addd48125da67afd86437be934cd89386d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12672, "output_tokens": 222, "reasoning_output_tokens": 120}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1775201dc33c319f3416b398bb3f0254bec8dbb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d067de2fe1b4deee", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 222, + "total_tokens": 14170, + "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": 9963.91, + "sql_execution_elapsed_ms_total": 15.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/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_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..844e590c30f6f5676a71fa82951863065f0ec724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/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": "2026-05-19T15:42:09.464288+00:00", + "ended_at": "2026-05-19T15:42:19.428234+00:00", + "elapsed_ms": 9963.91, + "prompt_metrics": { + "chars": 6421, + "bytes_utf8": 6421, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 222, + "reasoning_output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2506713336615d5137b43f98ad6299b955145be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d2024a725b4184b15bcfedb5513cfca10427213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-d34e-7d41-a50a-8cd441e49b18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=parents and group_col_2=children on the single table c7.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12672,"output_tokens":222,"reasoning_output_tokens":120}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48924ee97cdb430619b6847e813103cad8d11ff1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 19;","notes":"Applied the Pairwise Sparse Slice Count template with group_col=parents and group_col_2=children on the single table c7."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..822ed0c840e97bdcc5e12c73c62cc1da4105d797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7057, "bytes_utf8": 7057, "lines": 207, "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": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14078, "cached_input_tokens": 12672, "output_tokens": 635, "reasoning_output_tokens": 466}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ab8e19209bc10625649bc1e4b40705c282d038b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d0680617b9007609", + "api_calls": 0, + "input_tokens": 14078, + "cached_input_tokens": 12672, + "output_tokens": 635, + "total_tokens": 14713, + "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": 12822.81, + "sql_execution_elapsed_ms_total": 11.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/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_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a39255596ba5f81428676a755322646afc41204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/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": "2026-05-19T15:36:07.927233+00:00", + "ended_at": "2026-05-19T15:36:20.750086+00:00", + "elapsed_ms": 12822.81, + "prompt_metrics": { + "chars": 7057, + "bytes_utf8": 7057, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1009, + "bytes_utf8": 1009, + "lines": 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": 14078, + "cached_input_tokens": 12672, + "output_tokens": 635, + "reasoning_output_tokens": 466 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a77291d0db4895d893718f0bbb29f6887b2843 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8861b83de49ad26970ecd9fbf5c9ed1573257aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-4eeb-78d2-9f24-5857771b956b"} +{"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 \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required grouped ratio template with group_col=\\\"children\\\" and condition_col=\\\"children\\\", using positive_value='1' and negative_value='2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14078,"cached_input_tokens":12672,"output_tokens":635,"reasoning_output_tokens":466}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e80ec39b18af10f88347860365cddcd7a15de3f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required grouped ratio template with group_col=\"children\" and condition_col=\"children\", using positive_value='1' and negative_value='2'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0680617b9007609/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5b337f5cf5137bd50d8c90e93673e9ee9c773b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6541, "bytes_utf8": 6541, "lines": 207, "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": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13969, "cached_input_tokens": 12032, "output_tokens": 219, "reasoning_output_tokens": 106}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45c4a5f2867272a3442bd342bfb604abe3f01a40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d722d0904014a7fe", + "api_calls": 0, + "input_tokens": 13969, + "cached_input_tokens": 12032, + "output_tokens": 219, + "total_tokens": 14188, + "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": 10114.58, + "sql_execution_elapsed_ms_total": 12.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/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_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c400bdd8f1be3971306d4d3a29e6a2c06ab1321a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/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": "2026-05-19T15:48:22.012617+00:00", + "ended_at": "2026-05-19T15:48:32.127243+00:00", + "elapsed_ms": 10114.58, + "prompt_metrics": { + "chars": 6541, + "bytes_utf8": 6541, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13969, + "cached_input_tokens": 12032, + "output_tokens": 219, + "reasoning_output_tokens": 106 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1490ff3981a24edc098f8c56c51ab8f96207ed00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dab469dd619686204f012ecaed2668252c30fd44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-82a3-7c02-bbad-e4154f5c9416"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='recommend'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13969,"cached_input_tokens":12032,"output_tokens":219,"reasoning_output_tokens":106}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5953bdb245a5007dab1cec6767b6a370a23be5ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"social\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with group_col=\"housing\", group_col_2=\"social\", target_col=\"class\", and target_value='recommend'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55848e7e94c7073e0b9206563efcfcc254aeec03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6439, "bytes_utf8": 6439, "lines": 206, "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": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13916, "cached_input_tokens": 12672, "output_tokens": 209, "reasoning_output_tokens": 116}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f79f7ade465598f81a2e5fc6ea3434d2c4e080a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d818406ad83d11d9", + "api_calls": 0, + "input_tokens": 13916, + "cached_input_tokens": 12672, + "output_tokens": 209, + "total_tokens": 14125, + "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": 7178.72, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/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_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4571855eb14fd3b1bc6df12ed7f212c97464577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/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": "2026-05-19T15:52:06.346813+00:00", + "ended_at": "2026-05-19T15:52:13.525568+00:00", + "elapsed_ms": 7178.72, + "prompt_metrics": { + "chars": 6439, + "bytes_utf8": 6439, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 352, + "bytes_utf8": 352, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13916, + "cached_input_tokens": 12672, + "output_tokens": 209, + "reasoning_output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d3221838d22588e5c9ccc3a6289e6f5613d95b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"housing\" and the fixed predicate \"housing\" = 'critical'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..973298353dc4f19ba7b4fb73eb829f9d1f4fa8df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6512, "bytes_utf8": 6512, "lines": 207, "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": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13935, "cached_input_tokens": 12672, "output_tokens": 213, "reasoning_output_tokens": 110}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae582c0c78eef8c344cc7d7f94bfb65efb1f88f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_df8fcedfa16836b7", + "api_calls": 0, + "input_tokens": 13935, + "cached_input_tokens": 12672, + "output_tokens": 213, + "total_tokens": 14148, + "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": 8589.04, + "sql_execution_elapsed_ms_total": 3.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/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_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65e766c39f358a247cf5b7d8f838f23f5ffdf2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/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": "2026-05-19T15:33:27.537775+00:00", + "ended_at": "2026-05-19T15:33:36.126855+00:00", + "elapsed_ms": 8589.04, + "prompt_metrics": { + "chars": 6512, + "bytes_utf8": 6512, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13935, + "cached_input_tokens": 12672, + "output_tokens": 213, + "reasoning_output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a75ffe14bc1635f8462a0311cfa8e4d8559caa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..051324ace3ae7dae28cda2c0c7e463ebea0b6026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-dc94-7bc2-8fc8-630b83874094"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col and condition_col both bound to \\\"parents\\\", using condition_value 'great_pret' as specified.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13935,"cached_input_tokens":12672,"output_tokens":213,"reasoning_output_tokens":110}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea47eeeb545036befbbd9b4a17d72885081402cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col and condition_col both bound to \"parents\", using condition_value 'great_pret' as specified."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fb7e3b80684d4d6e771ea246e5d6c20f29c49c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6586, "bytes_utf8": 6586, "lines": 205, "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": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13985, "cached_input_tokens": 12672, "output_tokens": 608, "reasoning_output_tokens": 464}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5373c61ab2dd4d45c417a862a4990dbc6d39a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e2867395bafd3c1c", + "api_calls": 0, + "input_tokens": 13985, + "cached_input_tokens": 12672, + "output_tokens": 608, + "total_tokens": 14593, + "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": 17371.01, + "sql_execution_elapsed_ms_total": 12.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/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_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0130411695f2586a479018514f566b6c65f576fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/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": "2026-05-19T15:44:17.909387+00:00", + "ended_at": "2026-05-19T15:44:35.280431+00:00", + "elapsed_ms": 17371.01, + "prompt_metrics": { + "chars": 6586, + "bytes_utf8": 6586, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1183, + "bytes_utf8": 1183, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13985, + "cached_input_tokens": 12672, + "output_tokens": 608, + "reasoning_output_tokens": 464 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6090920bb66cbfeee97492b89881c218aad72065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59e883f334da507ca740789a2c1907c357a41ba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-c914-70d1-a38c-593552ee5ded"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14620. Please try again in 438ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 12;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13985,"cached_input_tokens":12672,"output_tokens":608,"reasoning_output_tokens":464}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3b42c7b924dba71720f6426c1134170221c626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 12;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"social\", target_col=\"class\", target_value='spec_prior', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..189c191430a6299c27778e0bf453bb34494c65d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6419, "bytes_utf8": 6419, "lines": 204, "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": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12672, "output_tokens": 312, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7edb01d610484b95163285066cb82650aed675fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_eae4d3c9823e79fd", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 312, + "total_tokens": 14260, + "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": 8307.63, + "sql_execution_elapsed_ms_total": 15.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/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_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dcbb74f2f089c5fcf10955534c59df994363f0bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/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": "2026-05-19T15:42:39.549118+00:00", + "ended_at": "2026-05-19T15:42:47.856782+00:00", + "elapsed_ms": 8307.63, + "prompt_metrics": { + "chars": 6419, + "bytes_utf8": 6419, + "lines": 204, + "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": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 312, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80df1c7e8260a4d7e1cf918e238f5e27821d30b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23d8cd017a00863162a249ffe525bd5c71b6fe97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-48c6-7e72-8b4b-888b3d7f57ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", and top_k=16 to return the least-supported parent/finance combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12672,"output_tokens":312,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a94dd6344fbd723a5bec160544adc57b4a05572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY \"support\" ASC, \"parents\", \"finance\"\nLIMIT 16;","notes":"Applied the Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"finance\", and top_k=16 to return the least-supported parent/finance combinations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..090a2e15dd0ba9a2bc3688fcc209fbf32d8f2850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 205, "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": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13988, "cached_input_tokens": 12672, "output_tokens": 475, "reasoning_output_tokens": 327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ece6c047b5a96cf05ceec3e87d14e31874da141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 13988, + "cached_input_tokens": 12672, + "output_tokens": 475, + "total_tokens": 14463, + "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": 10618.87, + "sql_execution_elapsed_ms_total": 6.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/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_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59c7032f67a7509f16df6527638fa58378d1b04b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/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": "2026-05-19T15:46:11.486741+00:00", + "ended_at": "2026-05-19T15:46:22.105658+00:00", + "elapsed_ms": 10618.87, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13988, + "cached_input_tokens": 12672, + "output_tokens": 475, + "reasoning_output_tokens": 327 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fa4eafc56704eb87b1bac156430dd7b45ffc3f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b3b6e4e0e4c02ff8d484d5aaf5b5cb3e26cbf51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-84b3-77b0-9318-dceafc5218f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 16;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13988,"cached_input_tokens":12672,"output_tokens":475,"reasoning_output_tokens":327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad7c157855abecebdcb06b942b3ea0d1b16c2b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 16;","notes":"Applied tpl_tail_target_rate_extremes_v2 with group_col=\"has_nurs\", target_col=\"class\", target_value='priority', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e14bc7a4c0941364041eca572c1596510628f406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:33.698920+00:00", + "ended_at": "2026-05-19T15:56:37.095098+00:00", + "elapsed_ms": 3396.15, + "returncode": 1, + "prompt_metrics": { + "chars": 6584, + "bytes_utf8": 6584, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a28b1a367af76828fbe66603bcb4eef687594bd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:38.097300+00:00", + "ended_at": "2026-05-19T15:56:41.504265+00:00", + "elapsed_ms": 3406.92, + "returncode": 1, + "prompt_metrics": { + "chars": 6584, + "bytes_utf8": 6584, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21d8b9b5ba1d720e73f9871599eab6236a7d7178 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21d8b9b5ba1d720e73f9871599eab6236a7d7178 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84798e024e8ea6aac33a607449fc291586e58614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-034a-7b33-a7ef-87140c418dc2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..388d0045db93fc8c164fb0a32d9da79f04e1d2b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-034a-7b33-a7ef-87140c418dc2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..738113454954c6bba1c174cca13f39cf5ef3f5da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-1483-7340-933b-4883915a17b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9885cf4edc682e97dac475f3b9821a5d3f9ebc55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-1483-7340-933b-4883915a17b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12c4f9fc2ac9f423189f5f46412c1476016245ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6413, "bytes_utf8": 6413, "lines": 204, "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": 13948, "cached_input_tokens": 12672, "output_tokens": 257, "reasoning_output_tokens": 142}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69bfc430c8dd0597b623524398852eaea6557eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f8562c7376d60d9f", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 257, + "total_tokens": 14205, + "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": 9710.07, + "sql_execution_elapsed_ms_total": 6.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/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_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02a39df165b22c9fee4a35653ecce506012a2a72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/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": "2026-05-19T15:42:56.329792+00:00", + "ended_at": "2026-05-19T15:43:06.039890+00:00", + "elapsed_ms": 9710.07, + "prompt_metrics": { + "chars": 6413, + "bytes_utf8": 6413, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 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": 13948, + "cached_input_tokens": 12672, + "output_tokens": 257, + "reasoning_output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a017ab437c2f147faf032d3adba1ab2827356a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05a901311d2c8919dc02d6637b925943d475a249 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-8a47-7e13-be5a-c36423f20335"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 13;\",\"notes\":\"Uses the planned Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"health\\\", and top_k=13 on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12672,"output_tokens":257,"reasoning_output_tokens":142}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cee4d1179b301066f784a0f6982ff42021f26e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY \"support\" ASC, \"parents\", \"health\"\nLIMIT 13;","notes":"Uses the planned Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"health\", and top_k=13 on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..459aef7fba26c7119435fb9a98d93b2d2699b6ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6161, "bytes_utf8": 6161, "lines": 202, "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": 322, "bytes_utf8": 322, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13848, "cached_input_tokens": 12672, "output_tokens": 414, "reasoning_output_tokens": 323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..986793d9927f51e7c2e7fa79454225377a138570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_fd1d576972f06c38", + "api_calls": 0, + "input_tokens": 13848, + "cached_input_tokens": 12672, + "output_tokens": 414, + "total_tokens": 14262, + "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": 34017.06, + "sql_execution_elapsed_ms_total": 5.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/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_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09567a2951e343e184052ccab75ba57c71b07afb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/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": "2026-05-19T15:31:13.672229+00:00", + "ended_at": "2026-05-19T15:31:47.689331+00:00", + "elapsed_ms": 34017.06, + "prompt_metrics": { + "chars": 6161, + "bytes_utf8": 6161, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3037, + "bytes_utf8": 3037, + "lines": 11, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 322, + "bytes_utf8": 322, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13848, + "cached_input_tokens": 12672, + "output_tokens": 414, + "reasoning_output_tokens": 323 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..926f9056b443e962865a39a02bfddc49fce68213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +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": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "has_nurs", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b430fb290356d7b89ab1aaccfefdcfaf5ca88ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,11 @@ +{"type":"thread.started","thread_id":"019e40dc-d1aa-7cc2-b96c-dd07a9631735"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Request too large for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Requested 14483. The input or output tokens must be reduced in order to run successfully. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14483. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14483. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14483. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987242, Requested 14483. Please try again in 51ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14483. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14483. Please try again in 434ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the Grouped Count by Category template with group_col bound to \\\"has_nurs\\\" to show the count distribution of rows per has_nurs subgroup.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13848,"cached_input_tokens":12672,"output_tokens":414,"reasoning_output_tokens":323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9af24898f0ae24f321f0078f47a8e6055d730b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"has_nurs\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY \"row_count\" DESC;","notes":"Applies the Grouped Count by Category template with group_col bound to \"has_nurs\" to show the count distribution of rows per has_nurs subgroup."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d05e0a0213bbdc0d725c6cd6bca9616214c49af2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6590, "bytes_utf8": 6590, "lines": 205, "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": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 523, "reasoning_output_tokens": 378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50e8152c8f1f09cc0140f47e6a8028135ad76a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/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": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ffa0203cca39551b", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 523, + "total_tokens": 14509, + "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": 14272.8, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/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_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28f6aa306980daa3391a9ca08488bc3f69a78d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/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": "2026-05-19T15:46:40.129382+00:00", + "ended_at": "2026-05-19T15:46:54.402215+00:00", + "elapsed_ms": 14272.8, + "prompt_metrics": { + "chars": 6590, + "bytes_utf8": 6590, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 845, + "bytes_utf8": 845, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 470, + "bytes_utf8": 470, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 523, + "reasoning_output_tokens": 378 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39cbf79b899347eb0b732d97485376d355836f05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d711ccd433f0ab2885b9b070b5a2d76497a4a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-f4f8-72c2-b33b-b7dfaee8c639"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\",\"notes\":\"Applied the Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13986,"cached_input_tokens":12672,"output_tokens":523,"reasoning_output_tokens":378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2adb717c1b6df1eac6e2f70782eba4159074219f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;","notes":"Applied the Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='very_recom', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b2c38264732170140f661a7d8c92259d99c2556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:19.924225+00:00", + "ended_at": "2026-05-19T16:25:24.256813+00:00", + "elapsed_ms": 4332.53, + "returncode": 1, + "prompt_metrics": { + "chars": 7615, + "bytes_utf8": 7615, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eac8ad12dc79c98e81da520e6447c7d596c55a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:25.259536+00:00", + "ended_at": "2026-05-19T16:25:29.362488+00:00", + "elapsed_ms": 4102.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7615, + "bytes_utf8": 7615, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dea2b59abdf80b423e9ffb5524660157bffbf94d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "residual sugar", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dea2b59abdf80b423e9ffb5524660157bffbf94d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "residual sugar", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ba83a8acc19232c339244091eb327ef47b4009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-5ab9-7053-9420-6a67e158a0a3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5017c9fa87284e5f31d92ab225a19e4eef5ac55a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-5ab9-7053-9420-6a67e158a0a3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b818df25a2dec49d5d37bfed5fa2c8964f742a5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6f72-7052-b9f5-fa5f47f0f8fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a753e471576522b17b3f522d34026b3184062887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6f72-7052-b9f5-fa5f47f0f8fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3cd97c584e307908824701fec91ac89ce6485d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:45.782851+00:00", + "ended_at": "2026-05-19T16:19:49.102592+00:00", + "elapsed_ms": 3319.72, + "returncode": 1, + "prompt_metrics": { + "chars": 7839, + "bytes_utf8": 7839, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f045b58c93d639d60592b9543b592d6bbf7a53f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:50.104225+00:00", + "ended_at": "2026-05-19T16:19:53.312262+00:00", + "elapsed_ms": 3208.0, + "returncode": 1, + "prompt_metrics": { + "chars": 7839, + "bytes_utf8": 7839, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c724671964bcc9c750c0024b1bb2dbc3a3137ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=pH.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c724671964bcc9c750c0024b1bb2dbc3a3137ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=pH.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bdf4f497143c6cd9026a1241f7ce9bb68e0200a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-4105-7613-8584-737c25ca8254"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b8da19007ac5726675b70cccf006509c00dd39e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-4105-7613-8584-737c25ca8254"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..807b6ed40fa3775bbbeba7aaa21b44f9a1e24317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5260-7851-8bc4-4f63a5d55870"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43e1419a888cf6f6fe0b1bcb4e3b168747c33307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5260-7851-8bc4-4f63a5d55870"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8661114ebde068ca42a305d708c13d6dbcae29b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:25.619144+00:00", + "ended_at": "2026-05-19T16:17:29.112256+00:00", + "elapsed_ms": 3493.08, + "returncode": 1, + "prompt_metrics": { + "chars": 8211, + "bytes_utf8": 8211, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fa96edd53750e7d1e5214a6274f2481299b760f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:30.114803+00:00", + "ended_at": "2026-05-19T16:17:33.435378+00:00", + "elapsed_ms": 3320.52, + "returncode": 1, + "prompt_metrics": { + "chars": 8211, + "bytes_utf8": 8211, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c35955efc55178fde8e2c412f65f06ffb926c0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c35955efc55178fde8e2c412f65f06ffb926c0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15169e08d801d95f8d241f3762740ff24a1151a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1e11-7141-99f0-432be945dd62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea49856a44b3ca45657d01687dca1f444708310e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1e11-7141-99f0-432be945dd62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a37877fd6f6a7122b9b211fd322b437cafe3151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2f73-71d3-925f-a082db3e5836"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..373f4a684ff439c2a2e515fb6ff93e8d146ce476 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2f73-71d3-925f-a082db3e5836"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..daf87c192e79f554d7af8554b45d33e5d49475f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:55.139247+00:00", + "ended_at": "2026-05-19T16:11:58.046739+00:00", + "elapsed_ms": 2907.47, + "returncode": 1, + "prompt_metrics": { + "chars": 8104, + "bytes_utf8": 8104, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d65a0fcfbd110621eeead386a1e568ff0ed29c8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:59.048874+00:00", + "ended_at": "2026-05-19T16:12:02.380894+00:00", + "elapsed_ms": 3331.98, + "returncode": 1, + "prompt_metrics": { + "chars": 8104, + "bytes_utf8": 8104, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcd282f8fb020e69a0c3c8932f7b7a6b4c18478d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "item_col": "density", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcd282f8fb020e69a0c3c8932f7b7a6b4c18478d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "item_col": "density", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1039e88268b1ff2194c3a6cdda3a5246842f6e95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-12a2-7860-bf1b-c7f65810d272"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91aa8f790ffb9f8dec33e580c9baddc06f0d7314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-12a2-7860-bf1b-c7f65810d272"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69672d97845137073596ce82c89fbf3fca933a8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-21cb-7d82-ae5d-9fb7356734fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f62687f08893289af4ef6cabcb9804bec768a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-21cb-7d82-ae5d-9fb7356734fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45bb8de30f30b9c12f5ea3bb60f9488a27574a12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:11.435695+00:00", + "ended_at": "2026-05-19T16:16:14.837728+00:00", + "elapsed_ms": 3401.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7836, + "bytes_utf8": 7836, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d458c3759e64c8082eb64b05b4a19d3a4a14de60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:15.840185+00:00", + "ended_at": "2026-05-19T16:16:19.380125+00:00", + "elapsed_ms": 3539.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7836, + "bytes_utf8": 7836, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c9fd462a4330fb5b13fba5b35145315d258d6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "alcohol", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c9fd462a4330fb5b13fba5b35145315d258d6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "alcohol", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04e0264592bf10b0983c7bef773765c3d7c9bd8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-fc2f-7361-ac8a-3681b6476a73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f07d2fa982a205f937bc93abd205c84247471f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0d70-7470-b771-c590be5e7984"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc36603abc8750986d88da505218c756045aacfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:00.600206+00:00", + "ended_at": "2026-05-19T16:20:04.541850+00:00", + "elapsed_ms": 3941.62, + "returncode": 1, + "prompt_metrics": { + "chars": 7847, + "bytes_utf8": 7847, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76e8dc42c4e776f6014d53b665265b5c7ff286aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:05.544499+00:00", + "ended_at": "2026-05-19T16:20:08.861260+00:00", + "elapsed_ms": 3316.72, + "returncode": 1, + "prompt_metrics": { + "chars": 7847, + "bytes_utf8": 7847, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d177fd799debdeb632ef3ede0c90c5f5684cbfec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=sulphates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "sulphates", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d177fd799debdeb632ef3ede0c90c5f5684cbfec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=sulphates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "sulphates", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34b66de7b61480fa5b4ed4e4c25a04d5cde8976c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7adb-7270-ace7-ce2373b57a78"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76531f8b04e9b3bf425a02638250c7927066f93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7adb-7270-ace7-ce2373b57a78"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33c2d75037b250d8a32cb658e92448b304070cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-8e2e-7c71-acb1-09128d7c1e84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c79fd9ade19618df66fbc76fc64814716017a70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-8e2e-7c71-acb1-09128d7c1e84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba9c414373ae66ac737ecd2ea110093bbd1195c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:06.285030+00:00", + "ended_at": "2026-05-19T16:19:09.537338+00:00", + "elapsed_ms": 3252.28, + "returncode": 1, + "prompt_metrics": { + "chars": 8234, + "bytes_utf8": 8234, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5caabee7e9608c50bebe87c51dbaec7d881735cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:10.538858+00:00", + "ended_at": "2026-05-19T16:19:15.767594+00:00", + "elapsed_ms": 5228.7, + "returncode": 1, + "prompt_metrics": { + "chars": 8234, + "bytes_utf8": 8234, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78718d538d4821af0e8d339310cb50f3611343a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78718d538d4821af0e8d339310cb50f3611343a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7678e65052ed28d5022a1c27dee05ea72509f2d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a6b2-7941-9f51-8bb00f5441ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40b6f47f8b85f07356f176601b2c7d013807eed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-a6b2-7941-9f51-8bb00f5441ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10530b50087f99dff5af415275ab67e2889f2101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-b747-7592-b322-399b4354692b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4150c9446f693396ae801ef6239e0988702ee824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-b747-7592-b322-399b4354692b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f04e8956c3a7d1aa204053be0cfffa3a4143bfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:58.225041+00:00", + "ended_at": "2026-05-19T16:18:01.537962+00:00", + "elapsed_ms": 3312.88, + "returncode": 1, + "prompt_metrics": { + "chars": 8225, + "bytes_utf8": 8225, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8163cf71cba15ef8142cdfcc73f29264a11889aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:02.540931+00:00", + "ended_at": "2026-05-19T16:18:06.772335+00:00", + "elapsed_ms": 4231.34, + "returncode": 1, + "prompt_metrics": { + "chars": 8225, + "bytes_utf8": 8225, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98994aeb095f40213a1d069f745fbb9d0519e36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98994aeb095f40213a1d069f745fbb9d0519e36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f6eddddf47b5640f0092ae6531155bf2ccdffbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9d53-78e1-9f2d-fd126f431b30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01b5d9837ff42086ef798e2c5d69d14f00ad679d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9d53-78e1-9f2d-fd126f431b30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41fa61f4608eb3bf17620d5a441e2ba320eba0a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ae23-72d1-b85d-9c3f761d3e32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d3110265a9dcb3ff30bbc040d0caa058dd88c70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ae23-72d1-b85d-9c3f761d3e32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82e6a1294f983cba5eeebb363623915e9b5a5dbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:17.763320+00:00", + "ended_at": "2026-05-19T16:11:20.806504+00:00", + "elapsed_ms": 3043.16, + "returncode": 1, + "prompt_metrics": { + "chars": 8094, + "bytes_utf8": 8094, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..486cf7854666a4d9fc70f4ef10db5d97b87efe37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:21.808332+00:00", + "ended_at": "2026-05-19T16:11:24.680679+00:00", + "elapsed_ms": 2872.31, + "returncode": 1, + "prompt_metrics": { + "chars": 8094, + "bytes_utf8": 8094, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..158f69a9c69c411be8c2a987ca9c0f9300d8fffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "item_col": "chlorides", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..158f69a9c69c411be8c2a987ca9c0f9300d8fffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "item_col": "chlorides", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb03173b4e093f24f494c5b30587a0863ec97681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-80aa-74e2-97e1-1a8e6289ba70"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3a12912ae753011fba22dd187b945b60508a788 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-80aa-74e2-97e1-1a8e6289ba70"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ebdadcc1c493ad4105c5dc0d263cd6f087c45a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-904c-7de0-b87f-34d476bfe20c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11aef498410ecbd550f0487d2b04b7a1e59fc58e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-904c-7de0-b87f-34d476bfe20c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be520d430914a0f54798f1b7c6af254cd01ec981 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:41.320140+00:00", + "ended_at": "2026-05-19T16:14:45.219058+00:00", + "elapsed_ms": 3898.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7983, + "bytes_utf8": 7983, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d15587bbee8255b5493834a21a76388223c32f59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:46.221264+00:00", + "ended_at": "2026-05-19T16:14:48.955885+00:00", + "elapsed_ms": 2734.57, + "returncode": 1, + "prompt_metrics": { + "chars": 7983, + "bytes_utf8": 7983, + "lines": 244, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e37ae9c3eff9488b3dc05403b4aea795d5d081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e37ae9c3eff9488b3dc05403b4aea795d5d081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2039a683ad7502e9b84b54e5d6dba1af2560654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9ba2-7ab2-acfb-ee29f5e8a544"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36ee22ffd292da5cb0aa4756db31a96fc2dc9042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9ba2-7ab2-acfb-ee29f5e8a544"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a130d09b7d02433890a476fa0163f4a0f1c48ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-aecf-7fb0-818a-932c7c947c73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8741e4c9e9902f68e8b1d10164832fb8a1bd6cff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-aecf-7fb0-818a-932c7c947c73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08bad14e774b5b5eb0d3434ea3a4a4aa34351cc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:33.946335+00:00", + "ended_at": "2026-05-19T16:29:37.765811+00:00", + "elapsed_ms": 3819.43, + "returncode": 1, + "prompt_metrics": { + "chars": 7756, + "bytes_utf8": 7756, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0cb4a80a1a9bc8ca4c67bf40bfcfd12131a4c9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:38.768257+00:00", + "ended_at": "2026-05-19T16:29:42.334300+00:00", + "elapsed_ms": 3565.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7756, + "bytes_utf8": 7756, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9abb81fbb2af6ccd3265f097059157cbb7a1e74d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9abb81fbb2af6ccd3265f097059157cbb7a1e74d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d02891511d71a83ecb17b7d46b0bc062008dec73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-3ae4-7a20-997c-4183cfaa0f95"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2533b0ef6bb6e3adc69c9fec696e5a18711b0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-3ae4-7a20-997c-4183cfaa0f95"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..734cb3970ce41f9c5b659bbaaa2539950000e0fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4db1-7131-ad3f-f0f7a97e2976"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42fb8e3059443ce6adccbd783e11a211be6a47b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4db1-7131-ad3f-f0f7a97e2976"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b531f44c2417ebd3364f0ebf0a550aa114b2981c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:07.801729+00:00", + "ended_at": "2026-05-19T16:08:10.822814+00:00", + "elapsed_ms": 3021.06, + "returncode": 1, + "prompt_metrics": { + "chars": 7687, + "bytes_utf8": 7687, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74264c5065760aff4536c780fa48443a7d077631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:11.824526+00:00", + "ended_at": "2026-05-19T16:08:14.606427+00:00", + "elapsed_ms": 2781.87, + "returncode": 1, + "prompt_metrics": { + "chars": 7687, + "bytes_utf8": 7687, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b49c6398a7322d6b1d2edd0b84abe0d2c1d6b8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b49c6398a7322d6b1d2edd0b84abe0d2c1d6b8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89113b61b455b361ad3c8845ee874274084c47ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9a75-7763-9260-11ee4a3bd572"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..417741fb45c092e07c1660715ce43b221bc56985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9a75-7763-9260-11ee4a3bd572"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5d6916cf2b2b9409c9050701155c7a9078a0c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-aa34-7ba2-bde0-8622a4fdfe10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..903f2e130439dd8e924666002b1432a5182e86b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-aa34-7ba2-bde0-8622a4fdfe10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b42d0f27f5c7a0a3f3dfb524425331d510d1382f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:13.799376+00:00", + "ended_at": "2026-05-19T16:21:17.122110+00:00", + "elapsed_ms": 3322.7, + "returncode": 1, + "prompt_metrics": { + "chars": 7859, + "bytes_utf8": 7859, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fdf767af01abcbeabc6e64e6b9153c59c58e5a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-98f3-7741-94ef-8ca590fa73ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a8cdb1f427d62a281571a728a36a5c8536bad4cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:56.637657+00:00", + "ended_at": "2026-05-19T16:15:59.508794+00:00", + "elapsed_ms": 2871.12, + "returncode": 1, + "prompt_metrics": { + "chars": 7826, + "bytes_utf8": 7826, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3874af8b9430d3c7a48c182d5d0d46c0d80a7e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:00.510848+00:00", + "ended_at": "2026-05-19T16:16:03.853671+00:00", + "elapsed_ms": 3342.77, + "returncode": 1, + "prompt_metrics": { + "chars": 7826, + "bytes_utf8": 7826, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2238818aa527dc577878449bfae1784c6cc1c4db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=pH.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "pH", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2238818aa527dc577878449bfae1784c6cc1c4db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=pH.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "pH", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf2f4178334d9afa28caacd7cfd4a021e766d146 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c1e2-7b92-a47d-903f9974982d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a41e580e2b0149ca04e8fc7e33c002eb58e3996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c1e2-7b92-a47d-903f9974982d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..192777386239e2fbbd4c610fcd855fe288f0fe02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-d104-7180-a27d-99ab2c7afab1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..67a9f7d9c756f94c2af4d6c5bfc78afc56c383d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-d104-7180-a27d-99ab2c7afab1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..774b5a275d944c6f37eba2b4acf3422d6c2d2186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:19.447064+00:00", + "ended_at": "2026-05-19T16:10:22.637593+00:00", + "elapsed_ms": 3190.5, + "returncode": 1, + "prompt_metrics": { + "chars": 7575, + "bytes_utf8": 7575, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ea2a3f4d2cd1ca43d27e6366da3fb1f9bdef443 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:23.639940+00:00", + "ended_at": "2026-05-19T16:10:27.383675+00:00", + "elapsed_ms": 3743.69, + "returncode": 1, + "prompt_metrics": { + "chars": 7575, + "bytes_utf8": 7575, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b333f56ddb625996494363dd501c09ed6ce916ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b333f56ddb625996494363dd501c09ed6ce916ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1de15ed18983b7349b74b19d1406c6ed3a31f24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9cc5-7443-bb7d-74585a46bd4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2997f377f0734065280b2f82bbe3761f55bb80a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9cc5-7443-bb7d-74585a46bd4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b8d9431a66bf70d496f86d546f5e4ad0832948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ad48-7cb0-ab99-b910bb82f0f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9e229b029bd43f50c06b0400cd24589db1f4b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ad48-7cb0-ab99-b910bb82f0f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..768ac67d6f1cb8d8593fec7c67f2c3e51a19a245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:38.823585+00:00", + "ended_at": "2026-05-19T16:21:42.261156+00:00", + "elapsed_ms": 3437.54, + "returncode": 1, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06312c9d60dd350a3114db891ed1814dae232888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:43.262739+00:00", + "ended_at": "2026-05-19T16:21:47.531094+00:00", + "elapsed_ms": 4268.32, + "returncode": 1, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdca07776315f89def9764fa944c6e9979ba7f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdca07776315f89def9764fa944c6e9979ba7f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c8a28b948e8878b7acb6ad1e593b8c0a8c91ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-faa3-7cf1-b1c0-623849f27e7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2dc93e85f2a607e331b437fe492fdd448cae03c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-faa3-7cf1-b1c0-623849f27e7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63fb0fa34da83c5a7ac5fc5d4275341b73a4c3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0c02-7480-b8bd-5c799989dcd6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c484befd9e6f152cc5749ddf9debaecfdbbfab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0c02-7480-b8bd-5c799989dcd6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f81eefba421996743655edeae378a91036b1b46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:31.856584+00:00", + "ended_at": "2026-05-19T16:11:34.797746+00:00", + "elapsed_ms": 2941.13, + "returncode": 1, + "prompt_metrics": { + "chars": 8087, + "bytes_utf8": 8087, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da7a92de77309781755bd98c0521e76d07e42758 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:35.799380+00:00", + "ended_at": "2026-05-19T16:11:39.009521+00:00", + "elapsed_ms": 3210.11, + "returncode": 1, + "prompt_metrics": { + "chars": 8087, + "bytes_utf8": 8087, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8f16a5149ee1e244b62b153745c43fe1dafb17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "item_col": "free sulfur dioxide", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8f16a5149ee1e244b62b153745c43fe1dafb17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "item_col": "free sulfur dioxide", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82d1d1fc754971d9c2a20c7131dad2bd504bb35a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b7a8-7982-98ad-3d1f51f4e489"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8990bf1c5c929d6751dd7fa57e654537a24e837 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b7a8-7982-98ad-3d1f51f4e489"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65156effbf21462746d06db1d2beb86111d03771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-c707-70e1-b852-41fa3dbce9c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df03bf132bf04dc23f2afbc40366f00d3b3e6d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-c707-70e1-b852-41fa3dbce9c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b8a8c789ff135ce145b6ebd4348f44ef567a5e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:11.438818+00:00", + "ended_at": "2026-05-19T16:26:14.796354+00:00", + "elapsed_ms": 3357.49, + "returncode": 1, + "prompt_metrics": { + "chars": 7660, + "bytes_utf8": 7660, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82ce817fb99b75eda380ecf075ea68353e6561e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:15.798770+00:00", + "ended_at": "2026-05-19T16:26:19.475241+00:00", + "elapsed_ms": 3676.42, + "returncode": 1, + "prompt_metrics": { + "chars": 7660, + "bytes_utf8": 7660, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff083e1de04ee764cb4d6be86789bb2397dddd13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sulphates", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff083e1de04ee764cb4d6be86789bb2397dddd13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sulphates", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a58df5c5bec7e201ce668a0340e60064164019d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-23e2-74e0-a71c-15893ec40904"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb19582d3746a44da0c0e5f31be65c21c0d384a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-23e2-74e0-a71c-15893ec40904"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b5abdb0a3a5fc8ae36cbf83c911c6c2d941c0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-34ee-7733-a2c0-1e30158e0618"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf3f95a4246a2e0779b8eee2f8f107150a6b63ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-34ee-7733-a2c0-1e30158e0618"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70c1717cd7fa64b859dccc1cf35b9e0540ed6ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:37.449502+00:00", + "ended_at": "2026-05-19T16:22:41.030146+00:00", + "elapsed_ms": 3580.61, + "returncode": 1, + "prompt_metrics": { + "chars": 7923, + "bytes_utf8": 7923, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c20479f1389a4f421d55ce4c68881bb6177b5e7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:42.033068+00:00", + "ended_at": "2026-05-19T16:22:46.081115+00:00", + "elapsed_ms": 4047.97, + "returncode": 1, + "prompt_metrics": { + "chars": 7923, + "bytes_utf8": 7923, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7f3f53c59db495303b75fd7501cbc1f67b404ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7f3f53c59db495303b75fd7501cbc1f67b404ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb6ea374a7443a7b6a86733eff9c90e62e2e2276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-e03c-7500-a8e6-2d49bc50cc98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..399ac511c22ee484dfbc032096cf2748ad7af284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-e03c-7500-a8e6-2d49bc50cc98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fc2c27c85a7c79180bf7efee26c0e43fe992f5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-f1ce-7060-bdec-856cfd253948"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..032073cfe687642d4ee6af66557b562d19c6bf92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-f1ce-7060-bdec-856cfd253948"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82a97740ca9f8589adec17ce7cbd7bc5b533e909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:14.608825+00:00", + "ended_at": "2026-05-19T16:08:17.924558+00:00", + "elapsed_ms": 3315.71, + "returncode": 1, + "prompt_metrics": { + "chars": 7688, + "bytes_utf8": 7688, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88fbedd10cf770d82bae299e0d09f072e6a765b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:18.926386+00:00", + "ended_at": "2026-05-19T16:08:21.850458+00:00", + "elapsed_ms": 2924.04, + "returncode": 1, + "prompt_metrics": { + "chars": 7688, + "bytes_utf8": 7688, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ee02ed583237d142b02b271fbb08997830375b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ee02ed583237d142b02b271fbb08997830375b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3c06ced8252394cc38ae63b78248af43c89a15d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b50b-7cd2-b771-f8601abab492"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c69468f1ba81696e56027c7893657dfe3975df25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b50b-7cd2-b771-f8601abab492"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3fa761903c278d0a8283c4629aa4e6b3fa76f80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c5ee-7a53-9a8d-d70103c40565"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fd5e8e92779f3234484a972619a4a72f4436cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c5ee-7a53-9a8d-d70103c40565"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6318ed1c4b12f998bc9053711d076f9845e8e473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:44.800175+00:00", + "ended_at": "2026-05-19T16:11:48.011407+00:00", + "elapsed_ms": 3211.19, + "returncode": 1, + "prompt_metrics": { + "chars": 8117, + "bytes_utf8": 8117, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dece2fc62344d4a1cd81e3f1e27267a5924bfcf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:41.531966+00:00", + "ended_at": "2026-05-19T16:10:44.548165+00:00", + "elapsed_ms": 3016.17, + "returncode": 1, + "prompt_metrics": { + "chars": 7576, + "bytes_utf8": 7576, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2009af099bf1e09a85aa8f7a077dbe5f1a73cdb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:45.549929+00:00", + "ended_at": "2026-05-19T16:10:48.754880+00:00", + "elapsed_ms": 3204.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7576, + "bytes_utf8": 7576, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..306522b92433d1e6c75d0510f0af416267eb9431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..306522b92433d1e6c75d0510f0af416267eb9431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d5d309969d871a46ed1a279ef281ed447d04367 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f313-7d73-a3c0-df2d7eb96f58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91a5256eed0fa02985bc41dbe453f66ae32fc4fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f313-7d73-a3c0-df2d7eb96f58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aff211dc412aa4286af06008b56b58ad18b67404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-02c5-73c3-94e5-1fac24497182"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46a85edc8df20535f2fed777dff53e71dfcabe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-02c5-73c3-94e5-1fac24497182"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7fa514a889312e7bdf6ec7f92c924b700b32769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:28.098215+00:00", + "ended_at": "2026-05-19T16:21:31.652596+00:00", + "elapsed_ms": 3554.35, + "returncode": 1, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e214439d77e672a049c378dfde2f2418a54927e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:32.654647+00:00", + "ended_at": "2026-05-19T16:21:38.820325+00:00", + "elapsed_ms": 6165.63, + "returncode": 1, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4769390cdc67721711109770119cff6bffb14621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4769390cdc67721711109770119cff6bffb14621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ae1b8437c254643e701b0c969145098028bb1c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d0c9-7e80-a4b6-ac5d26072e30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cc0a7bfd53102bcf7ee0d5712ad54bf2f3850a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d0c9-7e80-a4b6-ac5d26072e30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b313b492425dea428bdd42dee85e375e007fbd52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e270-77d3-8b03-2084e3dd84a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6d5c7ae223865f629988dbcd91121ec61345c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e270-77d3-8b03-2084e3dd84a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54f8456b7427aa3ec21f18d5cc6c510911456904 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:55.521557+00:00", + "ended_at": "2026-05-19T16:10:58.459470+00:00", + "elapsed_ms": 2937.88, + "returncode": 1, + "prompt_metrics": { + "chars": 8100, + "bytes_utf8": 8100, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fedffb3e07c8d42a0923066e000f6abdebea99a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:59.461743+00:00", + "ended_at": "2026-05-19T16:11:02.957930+00:00", + "elapsed_ms": 3496.15, + "returncode": 1, + "prompt_metrics": { + "chars": 8100, + "bytes_utf8": 8100, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54d1b1b2ca6e20fe649e847edd9380fbca3ae470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "item_col": "residual sugar", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54d1b1b2ca6e20fe649e847edd9380fbca3ae470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "item_col": "residual sugar", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7840f260bb5d60d2ee0ec6d07da1551713e84d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-29a1-7da1-b8e8-13652970e4d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37de2d1fdd9387f108d789f22dab3d2e3c075b1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-29a1-7da1-b8e8-13652970e4d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d30583ee1146fe70e5f2a61aacad059747fb3d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-3901-7af3-9b09-3d0c9acbfafc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dccc04adb264741039b634fd3d52bee7a6701cc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-3901-7af3-9b09-3d0c9acbfafc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..116b7165d303bd1843d8448c8daa30d279a97439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:19.233690+00:00", + "ended_at": "2026-05-19T16:09:22.544759+00:00", + "elapsed_ms": 3311.04, + "returncode": 1, + "prompt_metrics": { + "chars": 7687, + "bytes_utf8": 7687, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a50df00ab3e73665aee370707f47f32b89c356bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:23.547391+00:00", + "ended_at": "2026-05-19T16:09:26.965741+00:00", + "elapsed_ms": 3418.31, + "returncode": 1, + "prompt_metrics": { + "chars": 7687, + "bytes_utf8": 7687, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62dbdc22f720e500acd50760dcec779ab395f905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62dbdc22f720e500acd50760dcec779ab395f905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e324a46bd473b02b7ce2be0132eabbd876cbc0f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b19a-77d1-9edf-511b9b4de523"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a888362787bd460e9c9ffe0ea7c071fe215d0528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b19a-77d1-9edf-511b9b4de523"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd6910f741bbbfb9644dbdac6ce141ad2ac1e9c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c267-75c2-b0e1-80f5dcafa5df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c965c6f2457ec85dba92a13891826cb14d98696e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c267-75c2-b0e1-80f5dcafa5df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4734247dba8d4e2477a78ba2ff4f49d64c744b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:47.200525+00:00", + "ended_at": "2026-05-19T16:12:50.395574+00:00", + "elapsed_ms": 3195.03, + "returncode": 1, + "prompt_metrics": { + "chars": 8083, + "bytes_utf8": 8083, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..faa25b6219bf6f6691aca8ceefd6666c225795c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:51.397277+00:00", + "ended_at": "2026-05-19T16:12:54.133349+00:00", + "elapsed_ms": 2736.04, + "returncode": 1, + "prompt_metrics": { + "chars": 8083, + "bytes_utf8": 8083, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e46029139291374d19e37dec54ed76028dd23fba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "item_col": "alcohol", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e46029139291374d19e37dec54ed76028dd23fba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "item_col": "alcohol", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd8492961b009acc4f18bc3c60dc39353667e1c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ddd2-7572-b576-17d3e36d7d54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c5b6c6572df21b2d316e5bc921fb8f325fc4ccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ddd2-7572-b576-17d3e36d7d54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ea20b4dd3e5b57bf3c902d048963e1bc217f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ee52-7ee0-95da-b8edc6c6d300"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a899c7d46e44c8709fc5fb0a2b4784c3dd19089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ee52-7ee0-95da-b8edc6c6d300"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a19045de2fdd06d2c7b8e105b3cbcc3fd6673be7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:40.922213+00:00", + "ended_at": "2026-05-19T16:17:44.566808+00:00", + "elapsed_ms": 3644.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8236, + "bytes_utf8": 8236, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81dc193e9e6ca2e994ec86c48461fe13cf16ead5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:45.569956+00:00", + "ended_at": "2026-05-19T16:17:48.658687+00:00", + "elapsed_ms": 3088.68, + "returncode": 1, + "prompt_metrics": { + "chars": 8236, + "bytes_utf8": 8236, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c512e865ca373f040a0dc0bd697c2bc7a53897a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=fixed acidity, measure_col=sulphates.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c512e865ca373f040a0dc0bd697c2bc7a53897a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=fixed acidity, measure_col=sulphates.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57cd54be142d5bac3fe8d8cd827f619946a66585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-59e4-7a93-a999-854a55cda3dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65d2afdcbd60a16b7f9315f20cba673796804edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-59e4-7a93-a999-854a55cda3dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a42c7c5d6a68edb4c276f48f91c1b3811da44f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-6be3-77f0-9079-a10cb5da363c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf5abf5adb44ee15408666d89b06ae809779d551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-6be3-77f0-9079-a10cb5da363c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8393e01a0d27c37b1c31a351efaa089552c9c148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:43.317701+00:00", + "ended_at": "2026-05-19T16:27:46.848157+00:00", + "elapsed_ms": 3530.41, + "returncode": 1, + "prompt_metrics": { + "chars": 7772, + "bytes_utf8": 7772, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37cde9c278716587b76624ef07cd95a66af712df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:47.850753+00:00", + "ended_at": "2026-05-19T16:27:51.425978+00:00", + "elapsed_ms": 3575.18, + "returncode": 1, + "prompt_metrics": { + "chars": 7772, + "bytes_utf8": 7772, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d8331cf99d560854028ce782b68bd44c307d81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d8331cf99d560854028ce782b68bd44c307d81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c7e7627d81abc3fc8febaabd9adb76002d9d6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8ae6-7f02-a024-b62cd3c73872"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a40b370e42085e51e775ea2f953c317691e011fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8ae6-7f02-a024-b62cd3c73872"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e83a9eccb46b09a8af9dc0bb2a2d0e7f36de810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-9c70-70d0-a1f9-b90f6dccc175"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c844a3d02504f5aa7f80fadc4cfe55454caf769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-9c70-70d0-a1f9-b90f6dccc175"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23e45bd44163b7c43027a7ae02c2faa901180449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:48.757175+00:00", + "ended_at": "2026-05-19T16:10:51.663174+00:00", + "elapsed_ms": 2905.97, + "returncode": 1, + "prompt_metrics": { + "chars": 7590, + "bytes_utf8": 7590, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6170ccea89d1f0cddf9981891af1343f17a6bf56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:52.664743+00:00", + "ended_at": "2026-05-19T16:10:55.519073+00:00", + "elapsed_ms": 2854.3, + "returncode": 1, + "prompt_metrics": { + "chars": 7590, + "bytes_utf8": 7590, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3744712cfd0b97b101347e891388f0de9da052dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3744712cfd0b97b101347e891388f0de9da052dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d805ecdeabf30a4f5253d0e011dbd0252d8f3737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0f3c-78e2-8c8a-e5f1cb78c5bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d1e9414e7bb4d624fd98a36136e67f52a98a5de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0f3c-78e2-8c8a-e5f1cb78c5bb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a1a7a67de9ff69dbd7341adc57a8e9b93c9bb77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1e8e-7e93-ac3f-2d8c2a19eee0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13754662acbb8970e04845718cf709cd4de74dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1e8e-7e93-ac3f-2d8c2a19eee0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b0dc76510baf533547a0dc0037c7e2e47ad4c36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:23.237922+00:00", + "ended_at": "2026-05-19T16:28:26.585226+00:00", + "elapsed_ms": 3347.27, + "returncode": 1, + "prompt_metrics": { + "chars": 7770, + "bytes_utf8": 7770, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8ffb093e10f2c9ab2c8891d0ca5257ca38c5ccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8ffb093e10f2c9ab2c8891d0ca5257ca38c5ccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e6b5afd42831f1c70ce2b2ab91f0fd61dc2aab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-26ca-7e70-950f-c482da072df1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21c766803f51315bfef5cc7c626af33734a3cf5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-26ca-7e70-950f-c482da072df1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27151bcce78ff4428696cd0b2b044ee9a3e6638 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-37a4-7ad0-b7bd-0c94cc6c1ee5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..058cbf5b207f7fbc302da3de5bfcfb34416cbfa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-37a4-7ad0-b7bd-0c94cc6c1ee5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1972eff6f5a77e9067085ae0eb105102d41ea6c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:10.427608+00:00", + "ended_at": "2026-05-19T16:11:13.452185+00:00", + "elapsed_ms": 3024.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8087, + "bytes_utf8": 8087, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2ae366951445e1a22eec67ee29dc57aad0251ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:14.454074+00:00", + "ended_at": "2026-05-19T16:11:17.760858+00:00", + "elapsed_ms": 3306.74, + "returncode": 1, + "prompt_metrics": { + "chars": 8087, + "bytes_utf8": 8087, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e00912ec410634fcdcdb62fdc3f1c475d4ed99e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "item_col": "chlorides", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e00912ec410634fcdcdb62fdc3f1c475d4ed99e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "item_col": "chlorides", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8bd481d2e5612da0e7273459f2b5b5e685832a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-63c6-7410-ba5f-5daff6a9c755"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4ee45d926a25f3da5d41ad6ab99dc81a9f46c6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-63c6-7410-ba5f-5daff6a9c755"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6353565c179c13654478191bc9d48c7b0684b1be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7385-7e01-ad7a-4a4abed6f4cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a55d2c656e9680aa4e699f3318d9c90b9896f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7385-7e01-ad7a-4a4abed6f4cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcc197aaacdef19c28c0e420707a8b25ff772eb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:05.747034+00:00", + "ended_at": "2026-05-19T16:14:08.995461+00:00", + "elapsed_ms": 3248.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8469, + "bytes_utf8": 8469, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee14983d466a189fd1bf24f8049a8b88ac962462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:09.997083+00:00", + "ended_at": "2026-05-19T16:14:14.181723+00:00", + "elapsed_ms": 4184.6, + "returncode": 1, + "prompt_metrics": { + "chars": 8469, + "bytes_utf8": 8469, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b4ccb01d4c3dcef1dac962f3fe0ca6f62ef0970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\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_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b4ccb01d4c3dcef1dac962f3fe0ca6f62ef0970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\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_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..553b7c7cfb437ff951fb448724fdcb34139bf5fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-10c1-73e2-8dbf-a339cfd69a33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc31dc987450bf5e3ba1dafca26cd7a9920d04c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-10c1-73e2-8dbf-a339cfd69a33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c69571e8b80bf80855316f5614a14ecee665f1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2140-7401-8851-e04cd563faa2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12798e32acfb2386756ce078c19f592678c33a2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2140-7401-8851-e04cd563faa2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89aab021854a7b76149d7b855ea8900c62ff65c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:42.184642+00:00", + "ended_at": "2026-05-19T16:24:45.538972+00:00", + "elapsed_ms": 3354.29, + "returncode": 1, + "prompt_metrics": { + "chars": 7607, + "bytes_utf8": 7607, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b28b688f2129acf955adce66b7c20871c78e3a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:46.541796+00:00", + "ended_at": "2026-05-19T16:24:49.314329+00:00", + "elapsed_ms": 2772.47, + "returncode": 1, + "prompt_metrics": { + "chars": 7607, + "bytes_utf8": 7607, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03d652cb247b90b5a16fa2cb42fd98c0d458e93f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "sulphates", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03d652cb247b90b5a16fa2cb42fd98c0d458e93f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "sulphates", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19e2398e86e6a171c44ef6801fdbdb094dada37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c771-7a93-ab79-6fe73b410644"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16fab2c794215efa1c1e99be5b4f123273131680 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c771-7a93-ab79-6fe73b410644"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0293cde4f511679a17edfc743bea86da138c637 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d843-7f62-bda7-212f51b99af3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29cdca311433a5de25d64f817f6f486a74c365ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d843-7f62-bda7-212f51b99af3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93e47aef42781b58079a1ddd7e654397511d2270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:46.085392+00:00", + "ended_at": "2026-05-19T16:22:49.843277+00:00", + "elapsed_ms": 3757.84, + "returncode": 1, + "prompt_metrics": { + "chars": 7904, + "bytes_utf8": 7904, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f548e3b05019a0b35e609279213c6bbbed8da803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:50.846320+00:00", + "ended_at": "2026-05-19T16:22:54.012735+00:00", + "elapsed_ms": 3166.34, + "returncode": 1, + "prompt_metrics": { + "chars": 7904, + "bytes_utf8": 7904, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4310b78ffa16d5bcc1b20b273811833c7d2c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4310b78ffa16d5bcc1b20b273811833c7d2c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4626d22f75591bde01a18f7ae6b8ed1fee523b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-01c2-7fb2-b00a-a17297f0aaa2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55466b1a7557ae2a7a1989052201d61903a5e56a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-01c2-7fb2-b00a-a17297f0aaa2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb46535ef698ccde58c44595e038f0778d4ade19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-1464-7a71-8152-9ed94e6306f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..16f5ac37ac1267a8aa78067053757407efd78afd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-1464-7a71-8152-9ed94e6306f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7db4e16ce04884638a5c8a9ae5bcf4f8afb59452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:07.422347+00:00", + "ended_at": "2026-05-19T16:24:22.505278+00:00", + "elapsed_ms": 15082.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7907, + "bytes_utf8": 7907, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df6f47e0b80c8e9417835320b3f90f510779edc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:23.508263+00:00", + "ended_at": "2026-05-19T16:24:26.653856+00:00", + "elapsed_ms": 3145.53, + "returncode": 1, + "prompt_metrics": { + "chars": 7907, + "bytes_utf8": 7907, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d9a7bc8894d579cbf70585b458c5b78c2497df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d9a7bc8894d579cbf70585b458c5b78c2497df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6715a3a15083c76908cc57507d05f1ffc473aa23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3f94-7490-a2d6-b343003b4518"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ad192f445fc0e385e14ae84da515b88ed688b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3f94-7490-a2d6-b343003b4518"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b2841f25395311ce275006a78b58bd0c190aa29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7e6a-7812-a334-8657427c5b89"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..165a7161d60aef80fef71cb77bea3e7ed7ed2c07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7e6a-7812-a334-8657427c5b89"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff999b81e5a8d8b2c4b90514c28d622e8513ff05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:57.131446+00:00", + "ended_at": "2026-05-19T16:25:00.915878+00:00", + "elapsed_ms": 3784.39, + "returncode": 1, + "prompt_metrics": { + "chars": 7614, + "bytes_utf8": 7614, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f29fcefa7220eaf31e11f120f817056dafda757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:01.918326+00:00", + "ended_at": "2026-05-19T16:25:05.206865+00:00", + "elapsed_ms": 3288.48, + "returncode": 1, + "prompt_metrics": { + "chars": 7614, + "bytes_utf8": 7614, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be0b74a4f4787928d1a63edfc53712bcc28463a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be0b74a4f4787928d1a63edfc53712bcc28463a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c63a5596cbb6cd484106e2e1afbd694cce9283a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-01b1-7972-af07-12e89758c73a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd04fd8a59f0e2e554a30642ed754717f44b4b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-01b1-7972-af07-12e89758c73a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..178c5bd634b672f0c6393afc65a9013a66ec4d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4637-7bc3-aef9-7fa3ceeff6ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a8c5a301dc72ba6b213521ae960e96f2177811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5758-7cb1-b8a7-a226907b4d2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5088ec7266e53c94b40b536f7a1643f7ccc7b6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:17.124504+00:00", + "ended_at": "2026-05-19T16:21:20.454216+00:00", + "elapsed_ms": 3329.69, + "returncode": 1, + "prompt_metrics": { + "chars": 7862, + "bytes_utf8": 7862, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96febb286f3ca63db338286157254f7a88010551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:21.455928+00:00", + "ended_at": "2026-05-19T16:21:28.095963+00:00", + "elapsed_ms": 6640.0, + "returncode": 1, + "prompt_metrics": { + "chars": 7862, + "bytes_utf8": 7862, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8e543019e512f0dd1ba82c31946d196bbb18d72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8e543019e512f0dd1ba82c31946d196bbb18d72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb518ff686dcfebb134f3581faa80a487c081069 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a5c8-7622-9baa-b8da1b172bbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f6416d0ace627b59d7489818887c14632278aca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a5c8-7622-9baa-b8da1b172bbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e0392497aab4692c75653a6f6faad670b9bae4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-b6c8-73b0-bc4c-50d251f029cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d356dfa8fa4d1b3d2c6541a36f7ea91600fc888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-b6c8-73b0-bc4c-50d251f029cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acdd21ca3462b47546a038de7b9ed35860ede7fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:35.417913+00:00", + "ended_at": "2026-05-19T16:15:38.306106+00:00", + "elapsed_ms": 2888.17, + "returncode": 1, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..360e715cabc12abe5c37268f76507fbf713ca143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:39.308597+00:00", + "ended_at": "2026-05-19T16:15:42.399529+00:00", + "elapsed_ms": 3090.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8916a459cdca5f5768c55f048d29fe1607328dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8916a459cdca5f5768c55f048d29fe1607328dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da14d64bad366db968c09ad842fe26cfe379682b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6ee3-7fd0-9740-4c0d27bfb1cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..696f90d60cc7e05c013c0c15f3cfa6d75af7e572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-6ee3-7fd0-9740-4c0d27bfb1cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ce538e52d2f31016838c90998b81d0ad8109e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7e28-75a1-940d-bacfe0a807b9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42f4637f4dadf4746d9d77ab1cdb3eea30aacf36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7e28-75a1-940d-bacfe0a807b9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57b42e55c89fd67f0452e38121690c86693cd815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:56.353720+00:00", + "ended_at": "2026-05-19T16:17:00.854784+00:00", + "elapsed_ms": 4501.03, + "returncode": 1, + "prompt_metrics": { + "chars": 8225, + "bytes_utf8": 8225, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b47870c5c9ceb9736c41cb4fc3277bc50c9ab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b47870c5c9ceb9736c41cb4fc3277bc50c9ab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a0b3b49ad53bc52a335f69a87ad8f1a83f4657a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ab7a-7633-9089-8897d6683453"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b3bbc64b72bb0718bc4a20a2d86e10451bf760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c11b-7962-8587-d002ab42a359"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e93b465c0c98d569242049a858cd081729ac5bbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:15.631619+00:00", + "ended_at": "2026-05-19T16:28:18.687536+00:00", + "elapsed_ms": 3055.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7757, + "bytes_utf8": 7757, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1b1495902926968ed0b70c82f31d9a018546b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:19.690517+00:00", + "ended_at": "2026-05-19T16:28:23.234419+00:00", + "elapsed_ms": 3543.84, + "returncode": 1, + "prompt_metrics": { + "chars": 7757, + "bytes_utf8": 7757, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede753ab88eab71a6dbbc0b5d20d54d7f7d49136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede753ab88eab71a6dbbc0b5d20d54d7f7d49136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d80cc851d08e02b34ae8010c1fe105e0853b2dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-08ed-7e82-8a7e-8af791c1cf18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..764e222331e58a6778c8ee6095de766c2d47dd6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-08ed-7e82-8a7e-8af791c1cf18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5dc82605a22f1710656a98fdc9208fbba33466d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-18d6-7270-8a40-1bc406eea917"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..75a704ab7c5f563ea2b5b5ae2c76172d74dedf0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-18d6-7270-8a40-1bc406eea917"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b189c467be0f9eb421d53f0fcdd3d172928e1eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:18.548763+00:00", + "ended_at": "2026-05-19T16:29:21.845207+00:00", + "elapsed_ms": 3296.4, + "returncode": 1, + "prompt_metrics": { + "chars": 7788, + "bytes_utf8": 7788, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4df832dbae291e17e53f8cbbc2f19e09c34d88f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:22.848555+00:00", + "ended_at": "2026-05-19T16:29:26.509545+00:00", + "elapsed_ms": 3660.93, + "returncode": 1, + "prompt_metrics": { + "chars": 7788, + "bytes_utf8": 7788, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb6c0a119e8852d8c8b502bfa02f2fe14fcccc44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb6c0a119e8852d8c8b502bfa02f2fe14fcccc44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7b942d9ef7ba6973a2832cd0c6f61837f314c05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-fec5-7a90-acba-a815813506c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68345494073e62de0b9b2241761117f435288a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-fec5-7a90-acba-a815813506c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b1dc6b89d0cbe5aeec40e0a8b1e89cd6adecfdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-0fb6-7040-a755-db178445d560"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9adddc5d4c70b1f2f668421f2428856fe9be893 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-0fb6-7040-a755-db178445d560"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c12f24107d822fa0d73b478020189913079669f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:28.694555+00:00", + "ended_at": "2026-05-19T16:08:31.324877+00:00", + "elapsed_ms": 2630.3, + "returncode": 1, + "prompt_metrics": { + "chars": 7687, + "bytes_utf8": 7687, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a3b5ba94e34da73ae27293996acdfeb5c07ea36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:32.326474+00:00", + "ended_at": "2026-05-19T16:08:35.408666+00:00", + "elapsed_ms": 3082.16, + "returncode": 1, + "prompt_metrics": { + "chars": 7687, + "bytes_utf8": 7687, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..590c8efdf615b04b7f41485ecf06d31ecb54b648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..590c8efdf615b04b7f41485ecf06d31ecb54b648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbba8894821bf42a5e82249eab55ed692f0eb1cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ec0c-74a2-9239-b8f15a4524ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..059d6872808420a6698b1d9ff0b7d8fa5748e614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ec0c-74a2-9239-b8f15a4524ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..745cd40ca479d8c543f1435fd59a6931ad49f159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fa2e-76d3-8a27-b1b5484c7e25"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1f40d10f621079821ccf706ee318ca67a4f20eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fa2e-76d3-8a27-b1b5484c7e25"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62a3b7ea39af217d8e10e4d670f5e900cafaeed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:35.392887+00:00", + "ended_at": "2026-05-19T16:27:38.939474+00:00", + "elapsed_ms": 3546.54, + "returncode": 1, + "prompt_metrics": { + "chars": 7773, + "bytes_utf8": 7773, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cfa8f5af3cf8676cb6316c3ef1d388293881730 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:39.942685+00:00", + "ended_at": "2026-05-19T16:27:43.312380+00:00", + "elapsed_ms": 3369.63, + "returncode": 1, + "prompt_metrics": { + "chars": 7773, + "bytes_utf8": 7773, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b07bd8417844803a6020f6d1ca5c2b6cb2359ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b07bd8417844803a6020f6d1ca5c2b6cb2359ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4438eae085df4517e6f01b8d5e253620f55d341d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6be6-7eb1-b367-374d3acfe8d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75c7192694f20f148b2699024131495e60981f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6be6-7eb1-b367-374d3acfe8d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf9add1a3f6c69c15258fb39429a989edc9fd9ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7d95-7e81-840f-1b6d330df9c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7997a3753028699fe787484dde8aa1f3b709d720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7d95-7e81-840f-1b6d330df9c8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2afa42fb3769efd6145f68acd81131511cf85622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:31.335047+00:00", + "ended_at": "2026-05-19T16:18:34.565081+00:00", + "elapsed_ms": 3230.0, + "returncode": 1, + "prompt_metrics": { + "chars": 8250, + "bytes_utf8": 8250, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d5d4f8f7c31d270e591fcec24930c068ad60d85b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:35.566816+00:00", + "ended_at": "2026-05-19T16:18:38.479450+00:00", + "elapsed_ms": 2912.61, + "returncode": 1, + "prompt_metrics": { + "chars": 8250, + "bytes_utf8": 8250, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec022a8184a8fbc478c9b6400b9c59a13dbc0b4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec022a8184a8fbc478c9b6400b9c59a13dbc0b4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9a94f1bed9bab29dd09eb9aefa1eb943ddc2017 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1e31-73f3-9bd3-46005fb23bdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..491ca8972cca00290d5942e8e04cfeb5d96415d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1e31-73f3-9bd3-46005fb23bdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03ba82f2b85e66491e04920e1080ebeabaa9edc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2ebb-7552-901f-7a87deb52141"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae79eb17aaf75ca4358f69ba1d43acf8b7308cc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2ebb-7552-901f-7a87deb52141"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d5ffb721a947104f1a0ca6910bf1d45994660d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:20.975251+00:00", + "ended_at": "2026-05-19T16:22:24.404734+00:00", + "elapsed_ms": 3429.46, + "returncode": 1, + "prompt_metrics": { + "chars": 7848, + "bytes_utf8": 7848, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd0a86ab155f9dcb251fb88170666c2dd158ada3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:25.407667+00:00", + "ended_at": "2026-05-19T16:22:28.677285+00:00", + "elapsed_ms": 3269.56, + "returncode": 1, + "prompt_metrics": { + "chars": 7848, + "bytes_utf8": 7848, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f9e983b390bff4285f577480a08d2043d5ce1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f9e983b390bff4285f577480a08d2043d5ce1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9dd85614b8f20e1c09bc788f582cee40d77eb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-9fbc-7401-8fde-d5fb88e85298"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1abe7ac68df66d913a609ba94c8bdb7bcac0515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-9fbc-7401-8fde-d5fb88e85298"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f39f2d1fc3659460248dfc4cb4914ee481b0e13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-b0f5-7f41-a490-9ea03e769175"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65d04c6fe61b0a819a866d186391ab9bf7b1473f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-b0f5-7f41-a490-9ea03e769175"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a49e861425da447b04276560cffca92fc00ea5e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:19.557883+00:00", + "ended_at": "2026-05-19T16:27:23.743780+00:00", + "elapsed_ms": 4185.86, + "returncode": 1, + "prompt_metrics": { + "chars": 7667, + "bytes_utf8": 7667, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91d68c9d501a85a30cf74b7407f2c6f5ef9723df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:24.745823+00:00", + "ended_at": "2026-05-19T16:27:28.026284+00:00", + "elapsed_ms": 3280.41, + "returncode": 1, + "prompt_metrics": { + "chars": 7667, + "bytes_utf8": 7667, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c31638c026b32e3e9116e7277a116623e388c3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "fixed acidity", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c31638c026b32e3e9116e7277a116623e388c3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "fixed acidity", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b278e67abcd3d5ed04b46d56587bdb53403b6214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-2df0-77c1-95bb-dd16ba8ca773"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..013d5f57354e15ba0eafbc2756f81f3bbd0fc34c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-2df0-77c1-95bb-dd16ba8ca773"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2db9202fabcb60f572134d4e35a0fa480bb1fa8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-425a-77f3-a18a-a29e817e44b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b3e4988a1d19185f387c9c7d8da9363faf9455a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-425a-77f3-a18a-a29e817e44b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cb2c095f69c1c313815d1c3df32232111fda978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:24.799228+00:00", + "ended_at": "2026-05-19T16:13:29.189668+00:00", + "elapsed_ms": 4390.41, + "returncode": 1, + "prompt_metrics": { + "chars": 8481, + "bytes_utf8": 8481, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7473409badb3cbae0aa541d5c95ff58f8ed24248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:30.191924+00:00", + "ended_at": "2026-05-19T16:13:33.268045+00:00", + "elapsed_ms": 3076.08, + "returncode": 1, + "prompt_metrics": { + "chars": 8481, + "bytes_utf8": 8481, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba4a819b92061444ea979e2ed7437b43f065342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba4a819b92061444ea979e2ed7437b43f065342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b52c0fc12f3eb25a7a0994f5b3193d5db2a0afae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-70b9-73d0-8b9a-bf8b81722768"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07301460990f64a314a6be5a3d1851c25b6338ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-70b9-73d0-8b9a-bf8b81722768"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a6e7b1135659c994f1d2650713816d2ea89bde6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-85d1-7d91-b438-1cef55ae034c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f946c2bd25013cff23cd2db2a1747259e34718e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-85d1-7d91-b438-1cef55ae034c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..119b11ccb9b48fc15210f1363c30e70134ac89a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:26.104843+00:00", + "ended_at": "2026-05-19T16:19:28.898811+00:00", + "elapsed_ms": 2793.94, + "returncode": 1, + "prompt_metrics": { + "chars": 7857, + "bytes_utf8": 7857, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c95ca4b6ed0b05688c55096ed071baa019195063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:29.900539+00:00", + "ended_at": "2026-05-19T16:19:37.058905+00:00", + "elapsed_ms": 7158.33, + "returncode": 1, + "prompt_metrics": { + "chars": 7857, + "bytes_utf8": 7857, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..013b0d260c8dddcab37de53d6711468e2bec97a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "density", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..013b0d260c8dddcab37de53d6711468e2bec97a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "density", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..160189063bd93ec18ebbcc4dbee0ed14d56232db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f42d-70f0-99d5-e1839f379566"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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