diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8078675b46595a8844ee5def0099003ea1a3525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6520, "bytes_utf8": 6520, "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": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13940, "cached_input_tokens": 12672, "output_tokens": 310, "reasoning_output_tokens": 173}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a337739c654e7751fc700ba49c66b8bea3bd200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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_00fd7129d54cd1a0", + "api_calls": 0, + "input_tokens": 13940, + "cached_input_tokens": 12672, + "output_tokens": 310, + "total_tokens": 14250, + "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": 8043.46, + "sql_execution_elapsed_ms_total": 8.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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_00fd7129d54cd1a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89d97a74c7771aa3b03d2bd9fe7f30409160ae86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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": "2026-05-19T15:33:56.958682+00:00", + "ended_at": "2026-05-19T15:34:05.002192+00:00", + "elapsed_ms": 8043.46, + "prompt_metrics": { + "chars": 6520, + "bytes_utf8": 6520, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 853, + "bytes_utf8": 853, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13940, + "cached_input_tokens": 12672, + "output_tokens": 310, + "reasoning_output_tokens": 173 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_00fd7129d54cd1a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..383d262cccdc561244fd70abdf56a7e15151daad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "improper", + "positive_value": "critical", + "negative_value": "improper", + "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},\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_00fd7129d54cd1a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18b38cfb134d9f2da081aea72f7d5f4d433c80c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-4f6f-7ff1-8ed6-2644e6e9fdb6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"has_nurs\\\" and condition_value bound to 'improper'. This measures, for each has_nurs category, the share of rows in that same category equal to 'improper'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13940,"cached_input_tokens":12672,"output_tokens":310,"reasoning_output_tokens":173}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76664c0ff16aa59ed8d3c8f2267fd479bfd7ff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \"has_nurs\" and condition_value bound to 'improper'. This measures, for each has_nurs category, the share of rows in that same category equal to 'improper'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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_025a43508b7af3dc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b181b8f9ce05dcaab0bf8afb88bcd17ca78c9541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6520, "bytes_utf8": 6520, "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": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13935, "cached_input_tokens": 12672, "output_tokens": 486, "reasoning_output_tokens": 336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..056621a85d55c6a4383d404a5ea6d21447ee6f60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/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_025a43508b7af3dc", + "api_calls": 0, + "input_tokens": 13935, + "cached_input_tokens": 12672, + "output_tokens": 486, + "total_tokens": 14421, + "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": 9455.46, + "sql_execution_elapsed_ms_total": 6.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/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_025a43508b7af3dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d81803747125e1f81a5b8f43668b014569e7ddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/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": "2026-05-19T15:33:36.134519+00:00", + "ended_at": "2026-05-19T15:33:45.590041+00:00", + "elapsed_ms": 9455.46, + "prompt_metrics": { + "chars": 6520, + "bytes_utf8": 6520, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 927, + "bytes_utf8": 927, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 567, + "bytes_utf8": 567, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13935, + "cached_input_tokens": 12672, + "output_tokens": 486, + "reasoning_output_tokens": 336 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_025a43508b7af3dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7007c4765ee79724b12839736ed231d6aae40718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/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=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "pretentious", + "positive_value": "great_pret", + "negative_value": "pretentious", + "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 {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_025a43508b7af3dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1caf82b75c1851384cf326794861e47dc255b4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-fe18-7550-977d-2dea8dbbf443"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"parents\\\" and condition_value set to 'pretentious'. Because the grouping column matches the condition column, the result is a within-group proportion that is 1.0 for the 'pretentious' group and 0.0 for all other parent groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13935,"cached_input_tokens":12672,"output_tokens":486,"reasoning_output_tokens":336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fbf067681b9300b70968853a9b0a8958ce46298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"parents\",\n AVG(CASE WHEN \"parents\" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \"parents\" and condition_value set to 'pretentious'. Because the grouping column matches the condition column, the result is a within-group proportion that is 1.0 for the 'pretentious' group and 0.0 for all other parent groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/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_02ae4f76f7745eed/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..861e9d24deb3d963840243ea7ff86622ae784c6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "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_02ae4f76f7745eed/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d3baa737aa7b210616414a8aa8ef6992226602c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_02ae4f76f7745eed +-- problem_id: v2p_c7_0182f97b82dab147 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..824ef14c76b3258aa40d776139b0320e04c1a7d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1299d493e181fb134c7bf7935d1db51b0088948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:54:56.167895+00:00", + "ended_at": "2026-05-19T15:55:05.323289+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_02ae4f76f7745eed", + "problem_id": "v2p_c7_0182f97b82dab147", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_02ae4f76f7745eed.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c36da561b6f6047a2e235f8beb1197fd8653fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:05.318354+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9145.64, "started_at": "2026-05-19T15:54:56.171594+00:00", "ended_at": "2026-05-19T15:55:05.317278+00:00", "prompt_metrics": {"chars": 6578, "bytes_utf8": 6578, "lines": 208, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b09c26332cd2db45b804d42b0e77e919b016b1bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_02ae4f76f7745eed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_034b189bd3aaf62a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecf82e376c740ae112357cfd48d4c0ac41566b90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6361, "bytes_utf8": 6361, "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": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b65839df44a2e3c772c2cb7eb2c7acde3ea1834a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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_034b189bd3aaf62a", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 315, + "total_tokens": 14210, + "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": 11678.11, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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_034b189bd3aaf62a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..702dcb2f93ecf530e216f3c926c971ca501a612f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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": "2026-05-19T15:29:36.452235+00:00", + "ended_at": "2026-05-19T15:29:48.130378+00:00", + "elapsed_ms": 11678.11, + "prompt_metrics": { + "chars": 6361, + "bytes_utf8": 6361, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 315, + "reasoning_output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_034b189bd3aaf62a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2729d0c878afabf16b9f04283d6c42c46766d4c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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": 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}, 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_034b189bd3aaf62a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cf7bea3e433d2d302a63fce5b9ebdd73aa4dd6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-55be-7861-9f3d-64bcf39f1206"} +{"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 11;\",\"notes\":\"Applied the required template with group_col=\\\"social\\\" and entity_col=\\\"social\\\" as bound. Because the grouped column and distinct-count column are the same, each non-NULL social group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":315,"reasoning_output_tokens":206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c2077e31fb95d21f55f2a44dd0f953145fed8d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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 11;","notes":"Applied the required template with group_col=\"social\" and entity_col=\"social\" as bound. Because the grouped column and distinct-count column are the same, each non-NULL social 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_034b189bd3aaf62a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ae670e5520dde7f34d2c035924526d4676f6d7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "2", "condition_rate": 1.0}, {"children": "more", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a14c8611dd219cba50c092cf39c484c742d06518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_03967842cb8b6b0b +-- problem_id: v2p_c7_3e1c67ef42353896 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "children" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..560dcd97e1196f4e0f90fe653184b912fa8bfd96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"2\", \"condition_rate\": 1.0}, {\"children\": \"more\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cb2bb18f1dff7a204ff9e4a8aeabf25e720d1aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:34:35.085596+00:00", + "ended_at": "2026-05-19T15:34:50.704683+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_03967842cb8b6b0b", + "problem_id": "v2p_c7_3e1c67ef42353896", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_03967842cb8b6b0b.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fa931812a729a2c30a8a470e81efb6d2f69a643 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:50.693224+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15603.46, "started_at": "2026-05-19T15:34:35.088497+00:00", "ended_at": "2026-05-19T15:34:50.692045+00:00", "prompt_metrics": {"chars": 6499, "bytes_utf8": 6499, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6865b20b805c55a043c0ce68e7e3e64fe20c3c10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_03967842cb8b6b0b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_04102e27247e1d92/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b07319fc4918d01029c5789f779ca959ce3e973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/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": 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": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13959, "cached_input_tokens": 12672, "output_tokens": 236, "reasoning_output_tokens": 129}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a7a29c728115755cf6b04e3612632441b8dadfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/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_04102e27247e1d92", + "api_calls": 0, + "input_tokens": 13959, + "cached_input_tokens": 12672, + "output_tokens": 236, + "total_tokens": 14195, + "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": 7786.25, + "sql_execution_elapsed_ms_total": 6.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/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_04102e27247e1d92/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7a2c45c49786ce0d3a4c723dca5f28a3a6ccf8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/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": "2026-05-19T15:38:53.584451+00:00", + "ended_at": "2026-05-19T15:39:01.370745+00:00", + "elapsed_ms": 7786.25, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 208, + "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": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13959, + "cached_input_tokens": 12672, + "output_tokens": 236, + "reasoning_output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_04102e27247e1d92/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e91ef8d5971f77262a2b7b5d3798d9596b102bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/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=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "form", + "group_col_2": "class", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "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}, {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_04102e27247e1d92/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff7052829335854097872ff83a3f2870fc35f795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-d61a-7510-8a99-f139f40a81e6"} +{"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\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the requested filtered two-dimensional group count template on table \\\"c7\\\", grouping by \\\"form\\\" and \\\"class\\\" with the fixed filter \\\"form\\\" = 'complete'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13959,"cached_input_tokens":12672,"output_tokens":236,"reasoning_output_tokens":129}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33090c0108d1b980736ef8b10b30cebb97eba6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"form\", \"class\"\nORDER BY row_count DESC;","notes":"Applies the requested filtered two-dimensional group count template on table \"c7\", grouping by \"form\" and \"class\" with the fixed filter \"form\" = 'complete'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/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_04223e355625648d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..777819efabbb5b22433ed5ddd8d4ed114741cdf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"form\", \"support\", \"focus_rate\"], \"rows\": [{\"form\": \"foster\", \"support\": 3240, \"focus_rate\": 0.3506172839506173}, {\"form\": \"incomplete\", \"support\": 3240, \"focus_rate\": 0.32469135802469135}, {\"form\": \"completed\", \"support\": 3240, \"focus_rate\": 0.29876543209876544}, {\"form\": \"complete\", \"support\": 3240, \"focus_rate\": 0.2740740740740741}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..210b11ca87938b4547047bf195b87674eb9e7562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04223e355625648d", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12032, + "output_tokens": 370, + "total_tokens": 14354, + "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": 10526.44, + "sql_execution_elapsed_ms_total": 5.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae4a24308ee60c36a6c212619292a9b5568be034 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "more", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eba400ac78db65a1d5977bc0bada0d9157a159dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_056b629c2c6e1405 +-- problem_id: v2p_c7_84d44f4e2b40ce5d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "children" = 'more' +GROUP BY "children" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fe8a7304e221fa7dd4530739a0fa8d813a0c4fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = 'more'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"more\", \"support\": 3240}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4482c7c06a75980dd693c273d0f01b8ec4bd1143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:51:48.857290+00:00", + "ended_at": "2026-05-19T15:51:55.988836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_056b629c2c6e1405", + "problem_id": "v2p_c7_84d44f4e2b40ce5d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "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 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_056b629c2c6e1405.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf2facee9886747b5ccbd1c66f75e2564aae4e75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:55.982783+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7121.46, "started_at": "2026-05-19T15:51:48.859773+00:00", "ended_at": "2026-05-19T15:51:55.981279+00:00", "prompt_metrics": {"chars": 6439, "bytes_utf8": 6439, "lines": 206, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f7edd05fb41934e77723ce36e4873ba4b4ee3d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_056b629c2c6e1405/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_06702609eb08cf6e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2e58a9c4e373f80a19026722f7e8263797df500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6509, "bytes_utf8": 6509, "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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13934, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 205}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0b0cd4e11af38e5813e56de0635691d33ecf68c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/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_06702609eb08cf6e", + "api_calls": 0, + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 319, + "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": 9104.45, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/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_06702609eb08cf6e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed69469e72eb9753b8cb869842821e6fe035005a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/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": "2026-05-19T15:34:50.708163+00:00", + "ended_at": "2026-05-19T15:34:59.812642+00:00", + "elapsed_ms": 9104.45, + "prompt_metrics": { + "chars": 6509, + "bytes_utf8": 6509, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 319, + "reasoning_output_tokens": 205 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_06702609eb08cf6e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa640bfaf4566599b849e465eabdeb96a93b62d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/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=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "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},\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_06702609eb08cf6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5531727cca5650f90d26c287529cb0e03c663c89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-215e-7793-ba18-dedc09556b64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"housing\\\" as both the grouping column and condition column, measuring the rate of rows where \\\"housing\\\" = 'convenient' within each housing group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13934,"cached_input_tokens":12032,"output_tokens":319,"reasoning_output_tokens":205}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bb9d6f2892a19c1c8e6c1199e3ce23b237f63c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with \"housing\" as both the grouping column and condition column, measuring the rate of rows where \"housing\" = 'convenient' within each housing group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a7bcce5cb34ede253a81830d18baeee2a43f82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 4320}, {"housing": "critical", "support": 4320}, {"housing": "less_conv", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2bb9a1d4a188fe57ec9ce1447b7dff7d564bcd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_072a99e789da2a61 +-- problem_id: v2p_c7_067902c85554beee +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "housing" +ORDER BY "support" ASC, "housing" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42ca9f9b2cb0fa44e612a8c490ec26abae63bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320}, {\"housing\": \"critical\", \"support\": 4320}, {\"housing\": \"less_conv\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0405dad815f8d2493ca744fd04a16fc3afb7da69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:41:19.417148+00:00", + "ended_at": "2026-05-19T15:41:26.357636+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_072a99e789da2a61", + "problem_id": "v2p_c7_067902c85554beee", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_072a99e789da2a61.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..239bd1a511bfa4f3b1d18eb50c0b7cda78f2977c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:26.350448+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6930.01, "started_at": "2026-05-19T15:41:19.419262+00:00", "ended_at": "2026-05-19T15:41:26.349295+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab26dfb41fe887873c9c9e4aa8293a136982ba87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_072a99e789da2a61/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_099625650ab39521/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1f409aafa614b15cda8e88fe23b1bf788281e61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:24.014287+00:00", + "ended_at": "2026-05-19T15:53:26.895686+00:00", + "elapsed_ms": 2881.37, + "returncode": 1, + "prompt_metrics": { + "chars": 6438, + "bytes_utf8": 6438, + "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_099625650ab39521/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9334de196f11dbc01cbfcf86343e0853d7e84b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:27.897859+00:00", + "ended_at": "2026-05-19T15:53:31.281659+00:00", + "elapsed_ms": 3383.75, + "returncode": 1, + "prompt_metrics": { + "chars": 6438, + "bytes_utf8": 6438, + "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_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_099625650ab39521/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c924641a1e9b3b147301b939ead4dfff54078020 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/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=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "incomplete", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_099625650ab39521/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c924641a1e9b3b147301b939ead4dfff54078020 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/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 count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "incomplete", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_099625650ab39521/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24391d94717a76edfbcbe01ca05413e3ab82bc58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-1e5b-7d30-bab5-1b4d358f2f4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_099625650ab39521/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db0182386410b164f0fd54beab682dcc1e236cda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-1e5b-7d30-bab5-1b4d358f2f4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_099625650ab39521/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d63914aa868415e69bf212a5ac5908597bde1e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-2d56-7c43-bb21-bea3e6beea43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_099625650ab39521/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..344bd6d858ca9b3714208cf41ce6829941b10fc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-2d56-7c43-bb21-bea3e6beea43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_099625650ab39521/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/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_099625650ab39521/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/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_0d360e389e7fca67/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdbce82d115ba6d5153809864fd07425c05e0d22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6562, "bytes_utf8": 6562, "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": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13964, "cached_input_tokens": 12672, "output_tokens": 257, "reasoning_output_tokens": 149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05c5aa17bde0a73fa36b2d26c8cdfa19dc6d15c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/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_0d360e389e7fca67", + "api_calls": 0, + "input_tokens": 13964, + "cached_input_tokens": 12672, + "output_tokens": 257, + "total_tokens": 14221, + "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": 7966.48, + "sql_execution_elapsed_ms_total": 3.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/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_0d360e389e7fca67/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a167dce988e396f1c584d61653216d6076a27fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/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": "2026-05-19T15:37:48.272860+00:00", + "ended_at": "2026-05-19T15:37:56.239362+00:00", + "elapsed_ms": 7966.48, + "prompt_metrics": { + "chars": 6562, + "bytes_utf8": 6562, + "lines": 208, + "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": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13964, + "cached_input_tokens": 12672, + "output_tokens": 257, + "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_0d360e389e7fca67/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae27b13addaa2cfc7db519e9662bddd9ec6c66cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/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=has_nurs, group_col_2=health.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "health", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "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 {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_0d360e389e7fca67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59decf47d33940030b196e00a975c4fffa147ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-d6f9-7142-a595-35806920bc13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"has_nurs\\\", \\\"health\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template using group_col=\\\"has_nurs\\\", group_col_2=\\\"health\\\", and predicate \\\"housing\\\" = 'critical'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13964,"cached_input_tokens":12672,"output_tokens":257,"reasoning_output_tokens":149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8de2dfec096424357fc5ce8ab17dc28dc896f4b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"has_nurs\", \"health\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template using group_col=\"has_nurs\", group_col_2=\"health\", 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_0d360e389e7fca67/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0d360e389e7fca67/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_0e5170c60ee79da8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0895638fe75842b9a2b6427a0e7c9633e8548fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12032, "output_tokens": 400, "reasoning_output_tokens": 288}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..068cb9add273d930de57521c1c50fe2b38f5d652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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_0e5170c60ee79da8", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12032, + "output_tokens": 400, + "total_tokens": 14348, + "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": 8589.67, + "sql_execution_elapsed_ms_total": 13.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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_0e5170c60ee79da8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f45bad65d96999368237abe8b6d92c9c12ef9c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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": "2026-05-19T15:43:06.051729+00:00", + "ended_at": "2026-05-19T15:43:14.641435+00:00", + "elapsed_ms": 8589.67, + "prompt_metrics": { + "chars": 6417, + "bytes_utf8": 6417, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13948, + "cached_input_tokens": 12032, + "output_tokens": 400, + "reasoning_output_tokens": 288 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_0e5170c60ee79da8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45f4674720451d851e4d0b6da403965d75cde8ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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=health.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "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\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_0e5170c60ee79da8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d173b17a6b55ab201465cf57b011f6ad0fe30f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-b056-7490-8607-f7231fc913e0"} +{"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 18;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with group_col=\\\"parents\\\" and group_col_2=\\\"health\\\", returning the 18 least-supported parent/health combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12032,"output_tokens":400,"reasoning_output_tokens":288}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f35d9f3ad072c7e18c8883a56ff8e4dbc239c19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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 18;","notes":"Uses the Pairwise Sparse Slice Count template with group_col=\"parents\" and group_col_2=\"health\", returning the 18 least-supported parent/health combinations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e5170c60ee79da8/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42316552df45c57310168df28ca930f6525f2d12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "nonprob", "condition_rate": 1.0}, {"social": "slightly_prob", "condition_rate": 0.0}, {"social": "problematic", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38690432e53095fb30d45370af6c92956a045196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_0e61ac514c7b928e +-- problem_id: v2p_c7_56ded2c4834e08b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "social" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bdd676e5247ea01a12150f2ebd7428bd3dd7cd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"condition_rate\"], \"rows\": [{\"social\": \"nonprob\", \"condition_rate\": 1.0}, {\"social\": \"slightly_prob\", \"condition_rate\": 0.0}, {\"social\": \"problematic\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..324e114a5a4719054470e07bcb5a443d5c6bea41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:31:47.698305+00:00", + "ended_at": "2026-05-19T15:32:00.696465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_0e61ac514c7b928e", + "problem_id": "v2p_c7_56ded2c4834e08b6", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=social, condition_col=social.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0e61ac514c7b928e.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b67af4e6cb64971eddf84b5b93a9356e815d0f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:00.683739+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12982.24, "started_at": "2026-05-19T15:31:47.699970+00:00", "ended_at": "2026-05-19T15:32:00.682249+00:00", "prompt_metrics": {"chars": 6516, "bytes_utf8": 6516, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..605651e35a4250e6d82ecd8483c89e1fb3f34ec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0e61ac514c7b928e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_1325201f661a07ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31c2b593c15981c66b3484e002a96e2500aa9c6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6428, "bytes_utf8": 6428, "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": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13916, "cached_input_tokens": 12672, "output_tokens": 415, "reasoning_output_tokens": 298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a956d597bb530dbdd474d0199eb2ef29f371faed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/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_1325201f661a07ae", + "api_calls": 0, + "input_tokens": 13916, + "cached_input_tokens": 12672, + "output_tokens": 415, + "total_tokens": 14331, + "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": 9702.11, + "sql_execution_elapsed_ms_total": 1.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/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_1325201f661a07ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d6884c03a5579aebaa798852c40c8e7c2392a02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/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": "2026-05-19T15:51:30.271143+00:00", + "ended_at": "2026-05-19T15:51:39.973285+00:00", + "elapsed_ms": 9702.11, + "prompt_metrics": { + "chars": 6428, + "bytes_utf8": 6428, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 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": 13916, + "cached_input_tokens": 12672, + "output_tokens": 415, + "reasoning_output_tokens": 298 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1325201f661a07ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc5e92ebb0efe3e6153d769a200fdc4de5cbd2ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/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=form.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "foster", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_1325201f661a07ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4204779d6ae02f29b14acabd8940f1566f3cb76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-61ff-7662-b0f4-a68bf59c4bc6"} +{"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 \\\"form\\\" = 'foster'\\nGROUP BY \\\"form\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"form\\\" and predicate_col=\\\"form\\\" fixed to 'foster'. Because the filter and grouping use the same column, the result can return at most one group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13916,"cached_input_tokens":12672,"output_tokens":415,"reasoning_output_tokens":298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..112f3c132ed4796cedccda694c8bd9c732bd608b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/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 \"form\" = 'foster'\nGROUP BY \"form\"\nORDER BY \"support\" DESC\nLIMIT 10;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"form\" and predicate_col=\"form\" fixed to 'foster'. Because the filter and grouping use the same column, the result can return at most one group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1325201f661a07ae/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd64b0d1c547e96fac75482d6ee4f4f913a54297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:55:34.558331+00:00", + "ended_at": "2026-05-19T15:55:43.308352+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_189816d0ee3318b4", + "problem_id": "v2p_c7_63dec50ecaa7839b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af1a714f56906ad1e79daf3d5aa488f4c49e08bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:38.804155+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4242.04, "started_at": "2026-05-19T15:55:34.560973+00:00", "ended_at": "2026-05-19T15:55:38.803083+00:00", "prompt_metrics": {"chars": 6570, "bytes_utf8": 6570, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-1c1b-7873-a5fe-228e9b3a5ad1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:43.308261+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3501.62, "started_at": "2026-05-19T15:55:39.805852+00:00", "ended_at": "2026-05-19T15:55:43.307525+00:00", "prompt_metrics": {"chars": 6570, "bytes_utf8": 6570, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-30ac-7242-baec-079a84428209\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf17f923bd4ec1ef76c817df32a11e2a0e1c5ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6576, "bytes_utf8": 6576, "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": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13949, "cached_input_tokens": 12672, "output_tokens": 250, "reasoning_output_tokens": 145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29ea1e3ef1e5c97c76afafb1c937768fd23393ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/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_19656a865f1e1ef8", + "api_calls": 0, + "input_tokens": 13949, + "cached_input_tokens": 12672, + "output_tokens": 250, + "total_tokens": 14199, + "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": 7822.63, + "sql_execution_elapsed_ms_total": 2.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/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_19656a865f1e1ef8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ea50ddfd5317f2f95182655270bb997422ddf6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/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": "2026-05-19T15:55:26.728928+00:00", + "ended_at": "2026-05-19T15:55:34.551582+00:00", + "elapsed_ms": 7822.63, + "prompt_metrics": { + "chars": 6576, + "bytes_utf8": 6576, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13949, + "cached_input_tokens": 12672, + "output_tokens": 250, + "reasoning_output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_19656a865f1e1ef8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1c1b99ed362ba05a659af9f365728b886b758a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/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=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "entity_col": "class", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a4b13b66772e58f4c69d616eee1399b31b4f2ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-fd9c-71a0-93fa-f813580ccce9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template and bindings exactly: group_col=\\\"class\\\", entity_col=\\\"class\\\", predicate_col=\\\"class\\\", predicate_value='recommend', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13949,"cached_input_tokens":12672,"output_tokens":250,"reasoning_output_tokens":145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4881015e1bbf302055ae7a0627ec25297c61d29f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the provided template and bindings exactly: group_col=\"class\", entity_col=\"class\", predicate_col=\"class\", predicate_value='recommend', 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_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_19656a865f1e1ef8/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_1ae8b37522d603e0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9f47329b94c339054bb0372a87a77b6c1907be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 4320}, {"housing": "critical", "support": 4320}, {"housing": "less_conv", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c72d382859b39fb480c185cf6e2f8fbadf56257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_1ae8b37522d603e0 +-- problem_id: v2p_c7_a4ce9ba6a9a2feba +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..583f69ea5ab82543549ad229ff54a5bc521ed277 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320}, {\"housing\": \"critical\", \"support\": 4320}, {\"housing\": \"less_conv\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1e5fdb87d68fc46c76019a629f87358bdd917b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:41:26.359246+00:00", + "ended_at": "2026-05-19T15:41:32.922238+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_1ae8b37522d603e0", + "problem_id": "v2p_c7_a4ce9ba6a9a2feba", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1ae8b37522d603e0.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..687c64d4320dd0bc36b8c75787c6f44c225f327f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:32.914175+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6549.15, "started_at": "2026-05-19T15:41:26.363379+00:00", "ended_at": "2026-05-19T15:41:32.912573+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13dd96c2b846ebb72e29f2e0b7317752df2cccfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1ae8b37522d603e0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_1b41171d4367a5a6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..458a78ccf186acb40d564908c5e8d0db44519a53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "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_1b41171d4367a5a6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c389ef59582b5fb9770b96a683786c6c112ed6c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_1b41171d4367a5a6 +-- problem_id: v2p_c7_acc219f7ae6d060a +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c1d4fa5f258fe39c79340756225a3f73df9b06b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99dda753caf191ec296855401f6fbc2582141610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:29:48.147724+00:00", + "ended_at": "2026-05-19T15:29:56.799345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_1b41171d4367a5a6", + "problem_id": "v2p_c7_acc219f7ae6d060a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_1b41171d4367a5a6.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a73328e95e744b0e699a323aa1930cf93cb53e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:56.785582+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8632.52, "started_at": "2026-05-19T15:29:48.151188+00:00", "ended_at": "2026-05-19T15:29:56.783758+00:00", "prompt_metrics": {"chars": 6362, "bytes_utf8": 6362, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc08f27d8e4cf26a6bccee3b4798212dc1394a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b41171d4367a5a6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_1b874d20ee714d26/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8332d8be25b55f469717829ab20653547f0d2a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6444, "bytes_utf8": 6444, "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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13926, "cached_input_tokens": 12672, "output_tokens": 463, "reasoning_output_tokens": 345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c7f158617498f52f3973e56a9515d49b56f83c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/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_1b874d20ee714d26", + "api_calls": 0, + "input_tokens": 13926, + "cached_input_tokens": 12672, + "output_tokens": 463, + "total_tokens": 14389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11003.77, + "sql_execution_elapsed_ms_total": 3.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/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_1b874d20ee714d26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ca50c0c27af3dc77db245d9c2d3d0494b10af40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/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": "2026-05-19T15:51:12.127021+00:00", + "ended_at": "2026-05-19T15:51:23.130833+00:00", + "elapsed_ms": 11003.77, + "prompt_metrics": { + "chars": 6444, + "bytes_utf8": 6444, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13926, + "cached_input_tokens": 12672, + "output_tokens": 463, + "reasoning_output_tokens": 345 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1b874d20ee714d26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b498f460a5a762f89e0d10b11e23fd00ed374e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/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=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "very_crit", + "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 {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_1b874d20ee714d26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f2e6996714362b2e5aeed57585d6d42c6cd4519 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-1b14-7940-b2e7-4e1d1bccb85e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'very_crit'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template exactly as bound: group_col=\\\"has_nurs\\\", predicate_col=\\\"has_nurs\\\", predicate_op=\\\"=\\\", predicate_value='very_crit', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13926,"cached_input_tokens":12672,"output_tokens":463,"reasoning_output_tokens":345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b099807d59121b654b49cac5f9c28545b75f7d42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'very_crit'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 14;","notes":"Uses the provided Filtered Top-k Group Count template exactly as bound: group_col=\"has_nurs\", predicate_col=\"has_nurs\", predicate_op=\"=\", predicate_value='very_crit', 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_1b874d20ee714d26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1b874d20ee714d26/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_1eec5e9735b1eb95/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..736e158065e93619437f1d810749aa0d8d374f5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6557, "bytes_utf8": 6557, "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": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13970, "cached_input_tokens": 12672, "output_tokens": 306, "reasoning_output_tokens": 185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..830dbf9a87eeb96c095d28c710195b5a449663dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/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_1eec5e9735b1eb95", + "api_calls": 0, + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 306, + "total_tokens": 14276, + "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": 12793.19, + "sql_execution_elapsed_ms_total": 18.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/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_1eec5e9735b1eb95/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..646243004b3b90aeb98f14d449b907aa44968343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/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": "2026-05-19T15:47:08.591658+00:00", + "ended_at": "2026-05-19T15:47:21.384898+00:00", + "elapsed_ms": 12793.19, + "prompt_metrics": { + "chars": 6557, + "bytes_utf8": 6557, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 306, + "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_1eec5e9735b1eb95/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fdb6ad7f02b924dbfe8878fe32c0dacfd1b9f82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/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=children, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "target_col": "class", + "target_value": "priority", + "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}, {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_1eec5e9735b1eb95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19271fc110c4cdc17b22d0bee690e20e99f66445 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-6452-7ad3-81b4-0f177221b3e8"} +{"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\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='priority' in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13970,"cached_input_tokens":12672,"output_tokens":306,"reasoning_output_tokens":185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb8bdf18d7bd3f6d2da54da84c24584774ff65cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"health\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"health\", target_col=\"class\", and target_value='priority' in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_1eec5e9735b1eb95/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_2251b037d8d0a23f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c775553e4049170839755f422af9a14728f8396e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 569, + "total_tokens": 14555, + "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": 11802.93, + "sql_execution_elapsed_ms_total": 4.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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_2251b037d8d0a23f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7932a67bd448767ef97c701ef688e5f8b96f74bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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": "2026-05-19T15:45:48.888680+00:00", + "ended_at": "2026-05-19T15:46:00.691642+00:00", + "elapsed_ms": 11802.93, + "prompt_metrics": { + "chars": 6589, + "bytes_utf8": 6589, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 569, + "reasoning_output_tokens": 424 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_2251b037d8d0a23f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75e909a0061f7929e1bfb4fc7add8d7db2fc9741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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=parents, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "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\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_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..201f40bfb65928754b1cdd09f2153dfde49ea610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-2c7b-7ed0-a393-e8154923afef"} +{"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 \\\"parents\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 15;\",\"notes\":\"Uses the Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13986,"cached_input_tokens":12672,"output_tokens":569,"reasoning_output_tokens":424}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9e51461e2cdf753fc3c5f20f7a30c3266b5b2b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 15;","notes":"Uses the Tail Target-Rate Extremes template with group_col=\"parents\", target_col=\"class\", target_value='not_recom', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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_2251b037d8d0a23f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f838ac27c45df7818df4439267fdbb87a5b97185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class. +Result preview: [{"parents": "great_pret", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "pretentious", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "usual", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..783b2a0174f540912df616bb5d85c4f8fd8b5edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_2251b037d8d0a23f +-- problem_id: v2p_c7_42c0deb0ca8b66c1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e98829153476037cb4cba151c031297733cea988 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 15;\", \"columns\": [\"parents\", \"support\", \"focus_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e04a8ce0363a465bb135f34fc001f5d789274ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:45:48.886871+00:00", + "ended_at": "2026-05-19T15:46:00.698408+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2251b037d8d0a23f", + "problem_id": "v2p_c7_42c0deb0ca8b66c1", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class.", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_2251b037d8d0a23f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 569, + "total_tokens": 14555, + "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": 11802.93, + "sql_execution_elapsed_ms_total": 4.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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_2251b037d8d0a23f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3b89680acf36918787c1f86d7e6eb7c31404d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:00.692413+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11802.93, "started_at": "2026-05-19T15:45:48.888680+00:00", "ended_at": "2026-05-19T15:46:00.691642+00:00", "prompt_metrics": {"chars": 6589, "bytes_utf8": 6589, "lines": 205, "estimated_tokens": null}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 569, "reasoning_output_tokens": 424}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 15;\",\"notes\":\"Uses the Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d25986b0c08a8182a952cc9a45a92b09dc65436 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 569, + "total_tokens": 14555, + "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": 11802.93, + "sql_execution_elapsed_ms_total": 4.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2251b037d8d0a23f/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_235a4810d61e4351/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32587658ae39f763ee5f036af5f3664ab81656c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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": 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": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13971, "cached_input_tokens": 12672, "output_tokens": 256, "reasoning_output_tokens": 143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3278736353069486525ab110dbc264d6da6f82e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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_235a4810d61e4351", + "api_calls": 0, + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 256, + "total_tokens": 14227, + "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": 12896.73, + "sql_execution_elapsed_ms_total": 19.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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_235a4810d61e4351/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc4cbccf9e0c77cc5f3c144ff821ba90e88b6935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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": "2026-05-19T15:48:09.085967+00:00", + "ended_at": "2026-05-19T15:48:21.982766+00:00", + "elapsed_ms": 12896.73, + "prompt_metrics": { + "chars": 6555, + "bytes_utf8": 6555, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1096, + "bytes_utf8": 1096, + "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": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 256, + "reasoning_output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_235a4810d61e4351/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d7d6b88a102725dde62459d0b82e022f4655b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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=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": 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}, {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_235a4810d61e4351/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53fc60396cfeb3c107fdc96a3e93bbe20b3ddcb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ec-500a-7d90-97c7-45dbbc4500cf"} +{"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 1988943, Requested 14606. Please try again in 106ms. 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 \\\"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\":\"Computes the rate of class='very_recom' for each housing-by-finance combination using the requested Two-Axis Target Rate Surface template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13971,"cached_input_tokens":12672,"output_tokens":256,"reasoning_output_tokens":143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..173bdd11aeaf36b0a7c7f2934d233d4712c23a74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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":"Computes the rate of class='very_recom' for each housing-by-finance combination using the requested Two-Axis Target Rate Surface template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_235a4810d61e4351/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eb9bd6a86adb982693cf28307cc2d7135e8826b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"finance": "inconv", "social": "problematic", "target_rate": 0.40370370370370373}, {"finance": "convenient", "social": "problematic", "target_rate": 0.3574074074074074}, {"finance": "inconv", "social": "nonprob", "target_rate": 0.30462962962962964}, {"finance": "inconv", "social": "slightly_prob", "target_rate": 0.30462962962962964}, {"finance": "convenient", "social": "nonprob", "target_rate": 0.25092592592592594}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e788236a286e1dc916681cc5b52609cb0306c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_2751bdc8b705ee97 +-- problem_id: v2p_c7_f3690d97184519d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "finance", "social" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a387c8063b775c94eca852d123a834af0834265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"finance\", \"social\", \"target_rate\"], \"rows\": [{\"finance\": \"inconv\", \"social\": \"problematic\", \"target_rate\": 0.40370370370370373}, {\"finance\": \"convenient\", \"social\": \"problematic\", \"target_rate\": 0.3574074074074074}, {\"finance\": \"inconv\", \"social\": \"nonprob\", \"target_rate\": 0.30462962962962964}, {\"finance\": \"inconv\", \"social\": \"slightly_prob\", \"target_rate\": 0.30462962962962964}, {\"finance\": \"convenient\", \"social\": \"nonprob\", \"target_rate\": 0.25092592592592594}, {\"finance\": \"convenient\", \"social\": \"slightly_prob\", \"target_rate\": 0.25092592592592594}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29ca743b945ad57251f8519f1e4b5e35f587db7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:49:40.701163+00:00", + "ended_at": "2026-05-19T15:49:49.465419+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2751bdc8b705ee97", + "problem_id": "v2p_c7_f3690d97184519d0", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template 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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_2751bdc8b705ee97.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f8f92fcd1da0913fa9c7dce6baf0329a7ab2262 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:49.453593+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8748.76, "started_at": "2026-05-19T15:49:40.703916+00:00", "ended_at": "2026-05-19T15:49:49.452714+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b509058d3edb3f1e3d5169d2b68c7b1a86b80ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2751bdc8b705ee97/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_28053cf3be90e020/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..397cd08dbdd44eb53d477841a6b81b84dea259d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7069, "bytes_utf8": 7069, "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": 857, "bytes_utf8": 857, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14082, "cached_input_tokens": 12672, "output_tokens": 671, "reasoning_output_tokens": 455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab9a3cfff4a7abc0e0090e7eedc2c88c9375df21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/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_28053cf3be90e020", + "api_calls": 0, + "input_tokens": 14082, + "cached_input_tokens": 12672, + "output_tokens": 671, + "total_tokens": 14753, + "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": 15141.96, + "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_28053cf3be90e020/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_28053cf3be90e020/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7a329e75d87eb477fe9d1d12c29e6461ea0ee23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/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": "2026-05-19T15:37:19.968076+00:00", + "ended_at": "2026-05-19T15:37:35.110070+00:00", + "elapsed_ms": 15141.96, + "prompt_metrics": { + "chars": 7069, + "bytes_utf8": 7069, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1222, + "bytes_utf8": 1222, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 857, + "bytes_utf8": 857, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14082, + "cached_input_tokens": 12672, + "output_tokens": 671, + "reasoning_output_tokens": 455 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_28053cf3be90e020/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47864bb02fc4068aaea879b518ee37f0a4693e07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/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=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "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": "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_28053cf3be90e020/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e31dc1b6fcd2e8ebde2e1bf51f715adaf56c8b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-6868-7c31-ad00-4d6115bc9651"} +{"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 \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped ratio template exactly with both group_col and condition_col bound to \\\"class\\\". Because the grouping column and condition column are the same, this is a self-referential ratio: the 'not_recom' group has a nonzero numerator and zero denominator, the 'priority' group has the reverse, and other class groups typically yield NULL via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14082,"cached_input_tokens":12672,"output_tokens":671,"reasoning_output_tokens":455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b732b069f1fd36014f2db0ce40b0eac30ab508ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested grouped ratio template exactly with both group_col and condition_col bound to \"class\". Because the grouping column and condition column are the same, this is a self-referential ratio: the 'not_recom' group has a nonzero numerator and zero denominator, the 'priority' group has the reverse, and other class groups typically yield NULL via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_28053cf3be90e020/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_286188919a0ffab1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6861367b9149aeda1ba8959f87cea4334fff5dae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6438, "bytes_utf8": 6438, "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": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13919, "cached_input_tokens": 12672, "output_tokens": 220, "reasoning_output_tokens": 119}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6ea293a0998667b7ff7414f0d2dfeb8fbc75df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/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_286188919a0ffab1", + "api_calls": 0, + "input_tokens": 13919, + "cached_input_tokens": 12672, + "output_tokens": 220, + "total_tokens": 14139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7988.41, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/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_286188919a0ffab1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f532bed3c8920989c2e061e7f20ff88b0981b7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/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": "2026-05-19T15:52:29.665405+00:00", + "ended_at": "2026-05-19T15:52:37.653857+00:00", + "elapsed_ms": 7988.41, + "prompt_metrics": { + "chars": 6438, + "bytes_utf8": 6438, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 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": 13919, + "cached_input_tokens": 12672, + "output_tokens": 220, + "reasoning_output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_286188919a0ffab1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28ffac0c1a488a4e63b1a55dc0816c31d3c4b7b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/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=finance.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "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 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_286188919a0ffab1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce1023571de0587c0e3d0baa7f9be0e31344412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-4a02-7990-b0e6-75b23a323a92"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"finance\\\" and the bound filter \\\"finance\\\" = 'inconv'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13919,"cached_input_tokens":12672,"output_tokens":220,"reasoning_output_tokens":119}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18ec330ace187b5d22069ef0d1061b35d8e0761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required template with group_col=\"finance\" and the bound filter \"finance\" = 'inconv'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6208bcf8a9b8db16f9fd9c3272f559dc8f5bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"children": "1", "class": "spec_prior", "target_rate": 1.0}, {"children": "2", "class": "spec_prior", "target_rate": 1.0}, {"children": "3", "class": "spec_prior", "target_rate": 1.0}, {"children": "more", "class": "spec_prior", "target_rate": 1.0}, {"children": "1", "class": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..494eeceb9a4e5df887bf0e69c9f50b1517e8d793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_29bb347fa63c9fb2 +-- problem_id: v2p_c7_dac9eee1c648bdca +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e65d75e83354d9d6fed77386ca8d77b63a5d89c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"children\", \"class\", \"target_rate\"], \"rows\": [{\"children\": \"1\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"2\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"3\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"more\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"1\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..675a71dbe47bbdfefd0f318d86f9319719e34315 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:47:30.859886+00:00", + "ended_at": "2026-05-19T15:47:45.609119+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_29bb347fa63c9fb2", + "problem_id": "v2p_c7_dac9eee1c648bdca", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template 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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29bb347fa63c9fb2.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..271cff6ed9d326206304618f6ce1dcb77853049b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:45.591468+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14726.8, "started_at": "2026-05-19T15:47:30.862837+00:00", "ended_at": "2026-05-19T15:47:45.589680+00:00", "prompt_metrics": {"chars": 6542, "bytes_utf8": 6542, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f23b28915983aed6a9c6d572315c2d3fa424336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29bb347fa63c9fb2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_29cb97193d9daf86/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9229de61f064ffc3fb1404b3c65d8369a4944f68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"has_nurs": "less_proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "improper", "support": 2592, "focus_rate": 0.3487654320987654}, {"has_nurs": "critical", "support": 2592, "focus_rate": 0.17901234567901234}, {"has_nurs": "very_crit", "support": 2592, "focus_rate": 0.08101851851851852}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ee94e7af6f5bdf76d5b37bbf47ea581ab024b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_29cb97193d9daf86 +-- problem_id: v2p_c7_e35eb47e4ad3d76b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f67aefd03e70dc086ddb819a68a5a90b458b7d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"has_nurs\", \"support\", \"focus_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"support\": 2592, \"focus_rate\": 0.3487654320987654}, {\"has_nurs\": \"critical\", \"support\": 2592, \"focus_rate\": 0.17901234567901234}, {\"has_nurs\": \"very_crit\", \"support\": 2592, \"focus_rate\": 0.08101851851851852}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cea2102adaa4528b520c12b1903bf02292604d6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:46:00.698935+00:00", + "ended_at": "2026-05-19T15:46:11.483850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_29cb97193d9daf86", + "problem_id": "v2p_c7_e35eb47e4ad3d76b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_29cb97193d9daf86.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f427b0335d3534fc9c916f1fd4b509b04388217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:11.471653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10770.31, "started_at": "2026-05-19T15:46:00.700131+00:00", "ended_at": "2026-05-19T15:46:11.470468+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85fb7ced17c71a8a9bca1602662b269cf7c169fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_2ac6d61be394ad76/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d07cff1054aa3e24d2cd1b0830676087a30ca090 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"housing": "convenient", "finance": "convenient", "target_rate": 0.07314814814814814}, {"housing": "convenient", "finance": "inconv", "target_rate": 0.023148148148148147}, {"housing": "less_conv", "finance": "convenient", "target_rate": 0.023148148148148147}, {"housing": "less_conv", "finance": "inconv", "target_rate": 0.023148148148148147}, {"housing": "critical", "finance": "convenient", "target_rate": 0.004629629629629629}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46688f9cced24847f6d88a625773a8ba8dc8ce6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_2ac6d61be394ad76 +-- problem_id: v2p_c7_16c233b6e61921a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d482fd545f1607f9ce993ecaa5b153928e221e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"housing\", \"finance\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"finance\": \"convenient\", \"target_rate\": 0.07314814814814814}, {\"housing\": \"convenient\", \"finance\": \"inconv\", \"target_rate\": 0.023148148148148147}, {\"housing\": \"less_conv\", \"finance\": \"convenient\", \"target_rate\": 0.023148148148148147}, {\"housing\": \"less_conv\", \"finance\": \"inconv\", \"target_rate\": 0.023148148148148147}, {\"housing\": \"critical\", \"finance\": \"convenient\", \"target_rate\": 0.004629629629629629}, {\"housing\": \"critical\", \"finance\": \"inconv\", \"target_rate\": 0.004629629629629629}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.04}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45b9351bb5c66060050c0bfed4f3090aed649a66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:47:59.992744+00:00", + "ended_at": "2026-05-19T15:48:09.081529+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2ac6d61be394ad76", + "problem_id": "v2p_c7_16c233b6e61921a1", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template 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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_2ac6d61be394ad76.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4290b3b47f5200ab53df6c14405914c303651d77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:09.068250+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9072.43, "started_at": "2026-05-19T15:47:59.994945+00:00", "ended_at": "2026-05-19T15:48:09.067416+00:00", "prompt_metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c865043311559048e43b71b84ff68c0e768bcdeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2ac6d61be394ad76/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_2bf727a51e485dad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61af378560fb4c7176c95ad39631b5b160834f8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/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": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13969, "cached_input_tokens": 12032, "output_tokens": 403, "reasoning_output_tokens": 295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..930ffaef2899de9c4b9271ed8b06008b18c20727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/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_2bf727a51e485dad", + "api_calls": 0, + "input_tokens": 13969, + "cached_input_tokens": 12032, + "output_tokens": 403, + "total_tokens": 14372, + "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": 9430.9, + "sql_execution_elapsed_ms_total": 10.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/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_2bf727a51e485dad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e6f2d4eed9da229df74c80c6ebe747ac3d7c9d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/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": "2026-05-19T15:47:21.413491+00:00", + "ended_at": "2026-05-19T15:47:30.844437+00:00", + "elapsed_ms": 9430.9, + "prompt_metrics": { + "chars": 6553, + "bytes_utf8": 6553, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13969, + "cached_input_tokens": 12032, + "output_tokens": 403, + "reasoning_output_tokens": 295 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_2bf727a51e485dad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57f3bc06234c7a1fc0e8e5662bc29084f0368cfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/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=children, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "target_col": "class", + "target_value": "priority", + "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}, {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_2bf727a51e485dad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d76051b2c5c386a77282a14f90051b9b77fd9ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-964e-7241-953c-70008be421e8"} +{"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\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applies the Two-Axis Target Rate Surface template on children and health, computing the rate of rows where class = 'priority' for each combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13969,"cached_input_tokens":12032,"output_tokens":403,"reasoning_output_tokens":295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..236dcc4cfeeceae9e1a067a9dda721395d63de70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"health\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY target_rate DESC;","notes":"Applies the Two-Axis Target Rate Surface template on children and health, computing the rate of rows where class = 'priority' for each combination."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_2bf727a51e485dad/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_327cb3d5df77d62f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b688680963a44ee10debdefd1835d360247ec5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6344, "bytes_utf8": 6344, "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": 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": 6344, "bytes_utf8": 6344, "lines": 204, "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": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13910, "cached_input_tokens": 12672, "output_tokens": 393, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1faa8f5feabc31f4942a771f718d7061e74c250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/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_327cb3d5df77d62f", + "api_calls": 0, + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 393, + "total_tokens": 14303, + "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": 11597.23, + "sql_execution_elapsed_ms_total": 17.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/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_327cb3d5df77d62f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..595388a95ca1eb451ba9028bae1f5f9cbbb48cd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:43.545002+00:00", + "ended_at": "2026-05-19T15:54:46.417276+00:00", + "elapsed_ms": 2872.23, + "returncode": 1, + "prompt_metrics": { + "chars": 6344, + "bytes_utf8": 6344, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_327cb3d5df77d62f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0758a3b7dd40a7130cf24010e0eb28ff23c295a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/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": "2026-05-19T15:54:47.419356+00:00", + "ended_at": "2026-05-19T15:54:56.144404+00:00", + "elapsed_ms": 8725.0, + "prompt_metrics": { + "chars": 6344, + "bytes_utf8": 6344, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 393, + "reasoning_output_tokens": 296 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_327cb3d5df77d62f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..497f6c5b6685e595c07f557b639bbd81a3a3ceab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/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=social.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "form", + "group_col_2": "social", + "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}, {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_327cb3d5df77d62f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..497f6c5b6685e595c07f557b639bbd81a3a3ceab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_prompt_attempt_2.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=social.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "form", + "group_col_2": "social", + "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}, {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_327cb3d5df77d62f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af9eb5fb4276e36aea49bf1a0e7be0e985f645df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-54ec-72f3-bcb2-b1d49fc7c052"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_327cb3d5df77d62f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf3330f4cb80c1f7f36f3eb0854435396f1a1d1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-54ec-72f3-bcb2-b1d49fc7c052"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_327cb3d5df77d62f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2433d5306176937db36fa90eb19a045d6c9433e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-6409-7172-9cc3-17d3068d9fc7"} +{"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\\\", \\\"social\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned Two-Dimensional Top-k Count template with \\\"form\\\" and \\\"social\\\" as the grouped dimensions and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13910,"cached_input_tokens":12672,"output_tokens":393,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f35ee71d9d83b91d189530e97ef71c34f5bb5dcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"form\", \"social\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"form\", \"social\"\nORDER BY \"support\" DESC\nLIMIT 11;","notes":"Applied the planned Two-Dimensional Top-k Count template with \"form\" and \"social\" as the grouped dimensions 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_327cb3d5df77d62f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/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_327cb3d5df77d62f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_327cb3d5df77d62f/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_3478860f66083be3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f92ac0184af3c1bc2997780ba5702494cc974805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "not_recom", "row_count": 4320}, {"class": "priority", "row_count": 4266}, {"class": "spec_prior", "row_count": 4044}, {"class": "very_recom", "row_count": 328}, {"class": "recommend", "row_count": 2}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d0de530af384e5c89f09f7f818dfd2fb23346ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_3478860f66083be3 +-- problem_id: v2p_c7_483ff5372ac03ad5 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb96ee9c1c46a8f6b1a422581be6d02f1c1c072d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"class\", \"row_count\"], \"rows\": [{\"class\": \"not_recom\", \"row_count\": 4320}, {\"class\": \"priority\", \"row_count\": 4266}, {\"class\": \"spec_prior\", \"row_count\": 4044}, {\"class\": \"very_recom\", \"row_count\": 328}, {\"class\": \"recommend\", \"row_count\": 2}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43d5104ffde3cf4e21026319afa8257ec83edb25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:30:56.783987+00:00", + "ended_at": "2026-05-19T15:31:06.850835+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3478860f66083be3", + "problem_id": "v2p_c7_483ff5372ac03ad5", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3478860f66083be3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3478860f66083be3", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 388, + "total_tokens": 14232, + "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": 10059.14, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/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_3478860f66083be3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eed6eb2cf65f4aaab2fbd0016508386504d4f8d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:06.845312+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10059.14, "started_at": "2026-05-19T15:30:56.785356+00:00", "ended_at": "2026-05-19T15:31:06.844524+00:00", "prompt_metrics": {"chars": 6155, "bytes_utf8": 6155, "lines": 202, "estimated_tokens": null}, "response_metrics": {"chars": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12032, "output_tokens": 388, "reasoning_output_tokens": 312}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"class\\\" to measure the class count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53717f086265904481e6f182dc8e1d14468c9b93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3478860f66083be3", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 388, + "total_tokens": 14232, + "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": 10059.14, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3478860f66083be3/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_34a3319fddc43217/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45e679ce148b43843c8dc2f2878e05991bdc8572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6366, "bytes_utf8": 6366, "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": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13901, "cached_input_tokens": 4480, "output_tokens": 388, "reasoning_output_tokens": 261}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e1615ce5f90912194cd0a33268b213d42da8021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/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_34a3319fddc43217", + "api_calls": 0, + "input_tokens": 13901, + "cached_input_tokens": 4480, + "output_tokens": 388, + "total_tokens": 14289, + "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": 9538.23, + "sql_execution_elapsed_ms_total": 9.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/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_34a3319fddc43217/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60beca158b9b6d0fd8a8f4bc6c1cd09958bbf893 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/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": "2026-05-19T15:28:35.406133+00:00", + "ended_at": "2026-05-19T15:28:44.944402+00:00", + "elapsed_ms": 9538.23, + "prompt_metrics": { + "chars": 6366, + "bytes_utf8": 6366, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 833, + "bytes_utf8": 833, + "lines": 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": 13901, + "cached_input_tokens": 4480, + "output_tokens": 388, + "reasoning_output_tokens": 261 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_34a3319fddc43217/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f676d4b222507c7185fe50a80e0b520d53dbcec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/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=has_nurs.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "entity_col": "has_nurs", + "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}, 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_34a3319fddc43217/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc71c820eb20d36fe2f205a4a40089ecbe5cbb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-6759-7d70-8bef-f902cd2b707a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the required template and bindings exactly: group_col=\\\"has_nurs\\\", entity_col=\\\"has_nurs\\\", top_k=11. 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":13901,"cached_input_tokens":4480,"output_tokens":388,"reasoning_output_tokens":261}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f14a80a5278684b2c43d4b0fc1c95df15c06c4e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;","notes":"Used the required template and bindings exactly: group_col=\"has_nurs\", entity_col=\"has_nurs\", top_k=11. 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_34a3319fddc43217/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_34a3319fddc43217/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7754ca2d7878fa6f3118d56bd79dc4d8877684bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "pretentious", "condition_ratio": 0.0}, {"parents": "great_pret", "condition_ratio": null}, {"parents": "usual", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee8b83266fd55da007c6862a8d3b876c9b44ed13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_38bc50de4de59927 +-- problem_id: v2p_c7_1683aaf3a0203375 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "parents", + SUM(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c7" + GROUP BY "parents" +) +SELECT "parents", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..862ecf5f837d76a49cc6e090903e038723d7c406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"condition_ratio\"], \"rows\": [{\"parents\": \"pretentious\", \"condition_ratio\": 0.0}, {\"parents\": \"great_pret\", \"condition_ratio\": null}, {\"parents\": \"usual\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.35}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ab114ddfdebe25d7d99f734e760f29194442088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:35:33.387222+00:00", + "ended_at": "2026-05-19T15:35:48.116382+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_38bc50de4de59927", + "problem_id": "v2p_c7_1683aaf3a0203375", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_38bc50de4de59927.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a8db5fb7315fe93f42ae8e1331834305fcc1867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:48.101873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14711.84, "started_at": "2026-05-19T15:35:33.388476+00:00", "ended_at": "2026-05-19T15:35:48.100346+00:00", "prompt_metrics": {"chars": 7082, "bytes_utf8": 7082, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f189330eb428ec604d3a2c6338642279d79edc34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_38bc50de4de59927/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_3b32b9c6f9deebee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f998bceef0051bc3ba85c188509fc59e27ed426 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6557, "bytes_utf8": 6557, "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": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13961, "cached_input_tokens": 12672, "output_tokens": 396, "reasoning_output_tokens": 292}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..620735a6692dfc5e128402d6e12594d8178f0270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/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_3b32b9c6f9deebee", + "api_calls": 0, + "input_tokens": 13961, + "cached_input_tokens": 12672, + "output_tokens": 396, + "total_tokens": 14357, + "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": 9236.45, + "sql_execution_elapsed_ms_total": 3.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/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_3b32b9c6f9deebee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe53d20859e5b1beb1b8058108de46de1892593e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/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": "2026-05-19T15:38:36.553760+00:00", + "ended_at": "2026-05-19T15:38:45.790231+00:00", + "elapsed_ms": 9236.45, + "prompt_metrics": { + "chars": 6557, + "bytes_utf8": 6557, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 373, + "bytes_utf8": 373, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13961, + "cached_input_tokens": 12672, + "output_tokens": 396, + "reasoning_output_tokens": 292 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_3b32b9c6f9deebee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc27d933856b86dddf69cd3d53d654bf7d74a0e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/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=social.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "form", + "group_col_2": "social", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_3b32b9c6f9deebee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9d12596109f2c580af1219c085006c8847b2f04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-938e-7be0-9480-22ea65e718e8"} +{"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\\\", \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"form\\\", \\\"social\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Instantiated the planned filtered two-dimensional group count template using group_col=form, group_col_2=social, and predicate parents = 'great_pret'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13961,"cached_input_tokens":12672,"output_tokens":396,"reasoning_output_tokens":292}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab12c799e89917052d4a5f3d6314689e3557491b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"form\", \"social\"\nORDER BY row_count DESC;","notes":"Instantiated the planned filtered two-dimensional group count template using group_col=form, group_col_2=social, and predicate 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_3b32b9c6f9deebee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3b32b9c6f9deebee/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00eedf5b9c0b5a4b96d993223ad5730b047c9553 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "completed", "condition_rate": 1.0}, {"form": "incomplete", "condition_rate": 0.0}, {"form": "foster", "condition_rate": 0.0}, {"form": "complete", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85100bf366fa04e2b1d982d5dc32a66d5cc0253e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_3babb1a4d6fa9d93 +-- problem_id: v2p_c7_955468353b2b96d3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + AVG(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "form" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c75ae5d8c3b58d0e9181a4b03489380f56f0a32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"form\", \"condition_rate\"], \"rows\": [{\"form\": \"completed\", \"condition_rate\": 1.0}, {\"form\": \"incomplete\", \"condition_rate\": 0.0}, {\"form\": \"foster\", \"condition_rate\": 0.0}, {\"form\": \"complete\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2fcdd041dbc9f9dd86b5fdf22a792a74a4e43df2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:34:13.617961+00:00", + "ended_at": "2026-05-19T15:34:25.309419+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3babb1a4d6fa9d93", + "problem_id": "v2p_c7_955468353b2b96d3", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=form, condition_col=form.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_3babb1a4d6fa9d93.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a50334ef305a96f242e5e21a3ac964e9226d04d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:25.297069+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11675.97, "started_at": "2026-05-19T15:34:13.619521+00:00", "ended_at": "2026-05-19T15:34:25.295524+00:00", "prompt_metrics": {"chars": 6502, "bytes_utf8": 6502, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31a26646fe5a6c1404b3a340c758c9fc314dbede --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3babb1a4d6fa9d93/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_3cb9ae5b4521a22a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7053948277dce044c44333b5c4d504cb06325f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6235, "bytes_utf8": 6235, "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": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13882, "cached_input_tokens": 12672, "output_tokens": 230, "reasoning_output_tokens": 150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf65cb74ab93ed66983c6cc9975147d1467ec330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/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_3cb9ae5b4521a22a", + "api_calls": 0, + "input_tokens": 13882, + "cached_input_tokens": 12672, + "output_tokens": 230, + "total_tokens": 14112, + "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": 7322.88, + "sql_execution_elapsed_ms_total": 4.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/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_3cb9ae5b4521a22a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7fceea567b26e925fc95cb783852c6eacd2de2a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/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": "2026-05-19T15:39:32.601136+00:00", + "ended_at": "2026-05-19T15:39:39.924037+00:00", + "elapsed_ms": 7322.88, + "prompt_metrics": { + "chars": 6235, + "bytes_utf8": 6235, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 623, + "bytes_utf8": 623, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 274, + "bytes_utf8": 274, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13882, + "cached_input_tokens": 12672, + "output_tokens": 230, + "reasoning_output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_3cb9ae5b4521a22a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12599f49b9dbd366f2fa8adb65252420a02f82d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/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=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_3cb9ae5b4521a22a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91dcb003c790609f295637ab6b8e97469cc923ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-6e87-7b23-be8b-2c590cbfb5c9"} +{"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 12;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to class.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13882,"cached_input_tokens":12672,"output_tokens":230,"reasoning_output_tokens":150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddbce17f13c67e8bb3c8bb674974cfc39e9d1e9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/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 12;","notes":"Uses the planned Low-Support Group Count template with group_col bound to class."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cb9ae5b4521a22a/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_3cec9069513be908/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e329a03ff7520198dd5362490b5b10f6c0424a6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6546, "bytes_utf8": 6546, "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": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13970, "cached_input_tokens": 12672, "output_tokens": 410, "reasoning_output_tokens": 273}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c5178278e66d2ca5e778c521a594d3d0cd3bdc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/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_3cec9069513be908", + "api_calls": 0, + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 410, + "total_tokens": 14380, + "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": 13996.13, + "sql_execution_elapsed_ms_total": 8.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/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_3cec9069513be908/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9362743125b369e2bf715887bbc771143f7f88b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/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": "2026-05-19T15:49:18.374385+00:00", + "ended_at": "2026-05-19T15:49:32.370551+00:00", + "elapsed_ms": 13996.13, + "prompt_metrics": { + "chars": 6546, + "bytes_utf8": 6546, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 867, + "bytes_utf8": 867, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 410, + "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_3cec9069513be908/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4a85756c74ea94681af6ef4dddb90b68f7f3a10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/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=housing, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "priority", + "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 {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_3cec9069513be908/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67634d63d1c6929e072963479c1a68e4b6a7e6c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-5ed8-7620-96ec-142948da8f86"} +{"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\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested template and bindings exactly. Because both group_col_2 and target_col are \\\"class\\\", the resulting target_rate is 1.0 for rows where \\\"class\\\" = 'priority' and 0.0 for all other class groups within each housing category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13970,"cached_input_tokens":12672,"output_tokens":410,"reasoning_output_tokens":273}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6539c0ac32c3307df7e4a0442563d9145503c33d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested template and bindings exactly. Because both group_col_2 and target_col are \"class\", the resulting target_rate is 1.0 for rows where \"class\" = 'priority' and 0.0 for all other class groups within each housing category."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_3cec9069513be908/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_422a1f993428120e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6fa5692a1d13f66e543bf4c28cc4489e4e60a0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6503, "bytes_utf8": 6503, "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": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13934, "cached_input_tokens": 12032, "output_tokens": 303, "reasoning_output_tokens": 174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d281a88fb091e0e9957ac3d427903dc20de8998c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/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_422a1f993428120e", + "api_calls": 0, + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 303, + "total_tokens": 14237, + "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": 16094.87, + "sql_execution_elapsed_ms_total": 6.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/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_422a1f993428120e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f797e5d4444a13f28bef1a76088203c38f1112d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/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": "2026-05-19T15:32:24.871750+00:00", + "ended_at": "2026-05-19T15:32:40.966652+00:00", + "elapsed_ms": 16094.87, + "prompt_metrics": { + "chars": 6503, + "bytes_utf8": 6503, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1169, + "bytes_utf8": 1169, + "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": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 303, + "reasoning_output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_422a1f993428120e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba057d3a620cbe4f357a9a6a6342945973f43b45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/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=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "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 {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_422a1f993428120e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0af5026870aaa59b31fd819e4fe7b28d97f808d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-e7c4-7233-9d93-3f7c52ab8919"} +{"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 1994987, Requested 14569. Please try again in 286ms. 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 \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"health\\\" and condition_col=\\\"health\\\". Because the grouping column and condition column are the same, the result is deterministic by health category: 1.0 for 'not_recom' and 0.0 for other health values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13934,"cached_input_tokens":12032,"output_tokens":303,"reasoning_output_tokens":174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69a273c5779a185bca6bf33909e34bd5de7ab687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;","notes":"Applied the planned template with group_col=\"health\" and condition_col=\"health\". Because the grouping column and condition column are the same, the result is deterministic by health category: 1.0 for 'not_recom' and 0.0 for other health values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_422a1f993428120e/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_42902373218c1a8b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04df016cc11371082fec3d7913e4a8cf3d1e6898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/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": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13931, "cached_input_tokens": 12032, "output_tokens": 379, "reasoning_output_tokens": 244}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b548fdd379d71b744107addc57dc31506f33b0b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/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_42902373218c1a8b", + "api_calls": 0, + "input_tokens": 13931, + "cached_input_tokens": 12032, + "output_tokens": 379, + "total_tokens": 14310, + "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": 9757.35, + "sql_execution_elapsed_ms_total": 7.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/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_42902373218c1a8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66f856267f28ec746ff89dbeeda8d5f39e90eab5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/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": "2026-05-19T15:34:25.314091+00:00", + "ended_at": "2026-05-19T15:34:35.071487+00:00", + "elapsed_ms": 9757.35, + "prompt_metrics": { + "chars": 6502, + "bytes_utf8": 6502, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 859, + "bytes_utf8": 859, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 500, + "bytes_utf8": 500, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13931, + "cached_input_tokens": 12032, + "output_tokens": 379, + "reasoning_output_tokens": 244 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_42902373218c1a8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af4fd3ef1c1b1354e225608fb13d84c25733f8c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/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=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_42902373218c1a8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99421a6c41e76b5936f4088ee35c69c60e39836a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-be15-73d0-9d5f-3fa4921dd341"} +{"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\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required template with group_col and condition_col both bound to \\\"children\\\" and condition_value bound to '1'. This measures the within-group proportion of rows where children='1', which will be 1.0 for the '1' group and 0.0 for other children groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13931,"cached_input_tokens":12032,"output_tokens":379,"reasoning_output_tokens":244}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e059b1e070de523716cb92b487706e2b6e98580 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required template with group_col and condition_col both bound to \"children\" and condition_value bound to '1'. This measures the within-group proportion of rows where children='1', which will be 1.0 for the '1' group and 0.0 for other children groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/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_451ade725c29940e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3de187ad1d829f382f4aacde1c8f0adb714028b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6589, "bytes_utf8": 6589, "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": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 317, "reasoning_output_tokens": 180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39c74617a834231ba5e4ddc318a1a0aef71a52aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/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_451ade725c29940e", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 317, + "total_tokens": 14303, + "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": 16364.78, + "sql_execution_elapsed_ms_total": 8.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/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_451ade725c29940e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d476998cfe428bdf824751cb7fad992b06aa4a5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/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": "2026-05-19T15:45:32.509749+00:00", + "ended_at": "2026-05-19T15:45:48.874564+00:00", + "elapsed_ms": 16364.78, + "prompt_metrics": { + "chars": 6589, + "bytes_utf8": 6589, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1467, + "bytes_utf8": 1467, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 317, + "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_451ade725c29940e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca3747926df4d1ae2feaf768ef5d462d0bcf0035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/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=parents, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_451ade725c29940e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee736e028843b3d90cc9f6abe66ac52921b46f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e9-ec75-7c01-b700-6bd6d766105b"} +{"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 1990911, Requested 14621. Please try again in 165ms. 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 1990011, Requested 14621. Please try again in 138ms. 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 \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Applies Tail Target-Rate Extremes with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13986,"cached_input_tokens":12672,"output_tokens":317,"reasoning_output_tokens":180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1e50f645ff462768770ab100ae676be7f23ca9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Applies Tail Target-Rate Extremes with group_col=\"parents\", target_col=\"class\", target_value='not_recom', min_support=5, 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_451ade725c29940e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_451ade725c29940e/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_458518cc89d1cd21/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d75892249adb4d86be808504d4198384a2f3c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6584, "bytes_utf8": 6584, "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": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13950, "cached_input_tokens": 12672, "output_tokens": 507, "reasoning_output_tokens": 378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18a9dc32a8cc3d1dfd9878b440be5a8f30295275 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/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_458518cc89d1cd21", + "api_calls": 0, + "input_tokens": 13950, + "cached_input_tokens": 12672, + "output_tokens": 507, + "total_tokens": 14457, + "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": 11421.8, + "sql_execution_elapsed_ms_total": 4.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/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_458518cc89d1cd21/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0062fe9c9dd2c0993f075809f1ff6e1772dce17d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/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": "2026-05-19T15:57:05.376435+00:00", + "ended_at": "2026-05-19T15:57:16.798263+00:00", + "elapsed_ms": 11421.8, + "prompt_metrics": { + "chars": 6584, + "bytes_utf8": 6584, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 889, + "bytes_utf8": 889, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 521, + "bytes_utf8": 521, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13950, + "cached_input_tokens": 12672, + "output_tokens": 507, + "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_458518cc89d1cd21/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66e1dca88f0cce7ea39408397ecf55bbec0d34be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/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=finance.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "finance", + "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}\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_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9f9b14821c1b194735508f8b65ca409fa5fbf2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-7ee9-7291-bd9e-1afa26c3af25"} +{"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 \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\",\"notes\":\"Applied the planned template with group_col=\\\"finance\\\", entity_col=\\\"finance\\\", and predicate parents='great_pret'. Because the grouped column and distinct-counted column are the same, each non-NULL finance group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13950,"cached_input_tokens":12672,"output_tokens":507,"reasoning_output_tokens":378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d43f9384e5da0108f2c250845623eebcb7a980f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/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 \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;","notes":"Applied the planned template with group_col=\"finance\", entity_col=\"finance\", and predicate parents='great_pret'. Because the grouped column and distinct-counted column are the same, each non-NULL finance 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_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_458518cc89d1cd21/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..742fe0c8918e2131bba73ecf69a7032da05b7226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}, {"parents": "pretentious", "support": 4320}, {"parents": "usual", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c092bd0bea261dfe6eb16743c4ec1ae2b484d9a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_4719892c9a777b40 +-- problem_id: v2p_c7_f6cde587544c0efb +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff79083ded579bf4f8e7df0c5e211ca041a36dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}, {\"parents\": \"pretentious\", \"support\": 4320}, {\"parents\": \"usual\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9680c1c87bbfd175b6261adb24e80f39568d4273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:39:54.928522+00:00", + "ended_at": "2026-05-19T15:40:02.998095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4719892c9a777b40", + "problem_id": "v2p_c7_f6cde587544c0efb", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4719892c9a777b40.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52a6c24b9077db7c25b9ebf228ba875dc355f55b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:02.992981+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8060.03, "started_at": "2026-05-19T15:39:54.932212+00:00", "ended_at": "2026-05-19T15:40:02.992287+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16a142ada416b52ac4d85eddd1f1de94bc57cc5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4719892c9a777b40/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_4bfd59e06f6efacb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80fef9fef1d5e44912f1e068d6b1d48b8641aa04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/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": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 425, "reasoning_output_tokens": 286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad93476f9cf42e40a6326af07e2512404d266a8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/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_4bfd59e06f6efacb", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 425, + "total_tokens": 14411, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14565.74, + "sql_execution_elapsed_ms_total": 7.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/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_4bfd59e06f6efacb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ca2cd152032976bb0ea6eb72926ddd0660379d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/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": "2026-05-19T15:44:52.158279+00:00", + "ended_at": "2026-05-19T15:45:06.724045+00:00", + "elapsed_ms": 14565.74, + "prompt_metrics": { + "chars": 6588, + "bytes_utf8": 6588, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1150, + "bytes_utf8": 1150, + "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": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 425, + "reasoning_output_tokens": 286 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_4bfd59e06f6efacb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55ff3a3f32818685b4fa94b4ec55ac7083ea9875 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/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=health, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "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\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_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..955746db7bd9192edbead9802259dfb744594f21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-4ece-7920-8384-9965b094ab17"} +{"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 1987487, Requested 14621. Please try again in 63ms. 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 \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"health\\\", 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":425,"reasoning_output_tokens":286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..652ca0ae54e0a1c0568c808e1c126530241bfdfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"health\", 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_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4bfd59e06f6efacb/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3726db0c2a7a35bbc5a91f89628245dc5cebdb75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"class": "very_recom", "support": 328, "focus_rate": 0.0}, {"class": "spec_prior", "support": 4044, "focus_rate": 0.0}, {"class": "priority", "support": 4266, "focus_rate": 0.0}, {"class": "not_recom", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a3d286436e80fa6ad6db2f712deddff75cadcee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4c3579237653213a +-- problem_id: v2p_c7_f4f2b10420fafeb8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01a0c5e2c023a5186172a78488656f5662be2aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"very_recom\", \"support\": 328, \"focus_rate\": 0.0}, {\"class\": \"spec_prior\", \"support\": 4044, \"focus_rate\": 0.0}, {\"class\": \"priority\", \"support\": 4266, \"focus_rate\": 0.0}, {\"class\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fd932c9ec317a53d49420b082a8245e683e5c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:45:06.735107+00:00", + "ended_at": "2026-05-19T15:45:20.409116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4c3579237653213a", + "problem_id": "v2p_c7_f4f2b10420fafeb8", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_4c3579237653213a.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c6d383451befd82a33ceed0765d39497fdcd09b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:20.395356+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13657.34, "started_at": "2026-05-19T15:45:06.736398+00:00", "ended_at": "2026-05-19T15:45:20.393774+00:00", "prompt_metrics": {"chars": 6583, "bytes_utf8": 6583, "lines": 205, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c99673d01e747177225805eaa07e2e5c03eddc17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_4c3cd0bded43a0aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8db2fc4faa277de1ae341042d82fb19f3fc061ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6160, "bytes_utf8": 6160, "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": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12672, "output_tokens": 183, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e17816c2e58b3ea73f62f330e1c31785e735e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/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_4c3cd0bded43a0aa", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12672, + "output_tokens": 183, + "total_tokens": 14027, + "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": 6809.18, + "sql_execution_elapsed_ms_total": 5.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/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_4c3cd0bded43a0aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10a494c7979ad7e9e71f3473cc34a5320fe2e13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/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": "2026-05-19T15:31:06.852593+00:00", + "ended_at": "2026-05-19T15:31:13.661793+00:00", + "elapsed_ms": 6809.18, + "prompt_metrics": { + "chars": 6160, + "bytes_utf8": 6160, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13844, + "cached_input_tokens": 12672, + "output_tokens": 183, + "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_4c3cd0bded43a0aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe8985bca426e6e226e46381ac94441ab6c2123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/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=parents.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "parents", + "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}, 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_4c3cd0bded43a0aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b93fa12d15f9cb332ea0bade7b9429605815f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-b6f2-78b3-891d-419a91f3768b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the requested grouped-count template with group_col bound to \\\"parents\\\" to measure subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13844,"cached_input_tokens":12672,"output_tokens":183,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a192b8e02cada75bc931860e8d6443e631e2077a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"parents\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY row_count DESC;","notes":"Uses the requested grouped-count template with group_col bound to \"parents\" to measure subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_4c3cd0bded43a0aa/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_50b55dc9e9635ffa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e415509e2d033e2c73b8adca768e0787fc04188a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "not_recom", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 1}, {"value_label": "priority", "support": 4266, "support_share": 0.32916666666666666, "support_rank": 2}, {"value_label": "spec_prior", "support": 4044, "support_share": 0.31203703703703706, "support_rank": 3}, {"value_label": "very_recom", "support": 328, "support_share": 0.025308641975308643, "support_rank": 4}, {"value_label": "recommend", "support": 2, "support_share": 0.00015432098765432098, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0c503918c1c56aedae914c732c14477f7584124 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_50b55dc9e9635ffa +-- problem_id: v2p_c7_74bde188fc7482a2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02968c8d80f8033f5055e617066f373da7f66fe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c7_50b55dc9e9635ffa\n-- problem_id: v2p_c7_74bde188fc7482a2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"class\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"class\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c7_50b55dc9e9635ffa\\n-- problem_id: v2p_c7_74bde188fc7482a2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"class\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"not_recom\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 1}, {\"value_label\": \"priority\", \"support\": 4266, \"support_share\": 0.32916666666666666, \"support_rank\": 2}, {\"value_label\": \"spec_prior\", \"support\": 4044, \"support_share\": 0.31203703703703706, \"support_rank\": 3}, {\"value_label\": \"very_recom\", \"support\": 328, \"support_share\": 0.025308641975308643, \"support_rank\": 4}, {\"value_label\": \"recommend\", \"support\": 2, \"support_share\": 0.00015432098765432098, \"support_rank\": 5}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..512dedb569c88229ea08be581f199d677a80ae0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.915887+00:00", + "ended_at": "2026-05-19T15:57:16.920528+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_50b55dc9e9635ffa", + "problem_id": "v2p_c7_74bde188fc7482a2", + "dataset_id": "c7", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_50b55dc9e9635ffa.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_50b55dc9e9635ffa/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74d476cc7fd6fcfea3c2ba0c8ccb12e39a562fe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "not_recom", "support": 4320}, {"health": "priority", "support": 4320}, {"health": "recommended", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc3064995a314dc3530180da26a368381867b09c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_5164789cf7641db6 +-- problem_id: v2p_c7_4490a82609826659 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b3b048e6f39830f3b5fae61b3db1a02bc4265ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"not_recom\", \"support\": 4320}, {\"health\": \"priority\", \"support\": 4320}, {\"health\": \"recommended\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02630df8df7318d13d47138edad713d784894e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:39:18.868524+00:00", + "ended_at": "2026-05-19T15:39:26.033762+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5164789cf7641db6", + "problem_id": "v2p_c7_4490a82609826659", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5164789cf7641db6.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c756bf6b8d62bcf5222c464391e2d022385bd076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:26.027712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7154.15, "started_at": "2026-05-19T15:39:18.872213+00:00", "ended_at": "2026-05-19T15:39:26.026400+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f857db580b234cf5537680c0692b788e429599a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5164789cf7641db6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_56c2fcc58f791d3d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f6a80b8eaf6d1633a138475035889009f1f2ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13972, "cached_input_tokens": 12672, "output_tokens": 440, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4e21c73e3d501fdb9246e289b8efdfaa548962b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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_56c2fcc58f791d3d", + "api_calls": 0, + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 440, + "total_tokens": 14412, + "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": 11072.4, + "sql_execution_elapsed_ms_total": 21.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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_56c2fcc58f791d3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd6d36fffe36f3d918c4ba0630377fcd96a3a048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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": "2026-05-19T15:49:57.035239+00:00", + "ended_at": "2026-05-19T15:50:08.107674+00:00", + "elapsed_ms": 11072.4, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 440, + "reasoning_output_tokens": 319 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..422844d4b5ebfdd207fa2286e02878feb93fc3f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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=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": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_56c2fcc58f791d3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1143e40ca254c4f1bd158b27373fe6869cec6ddf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-f5b7-7e93-bf2d-79d661ee92bb"} +{"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\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=finance, group_col_2=health, target_col=class, and target_value='very_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13972,"cached_input_tokens":12672,"output_tokens":440,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99ec8844e8f451a70b1636102ee663707c605532 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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":"Uses the provided Two-Axis Target Rate Surface template with group_col=finance, group_col_2=health, target_col=class, and target_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_56c2fcc58f791d3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d583d8630ecec9f5fb076e48ad351b234c00449f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form. +Result preview: [{"form": "incomplete", "support": 1080}, {"form": "foster", "support": 1080}, {"form": "completed", "support": 1080}, {"form": "complete", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1975e0fb93648f2e1289205e2a1f3d5af0b64439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_5719d87543e4ca11 +-- problem_id: v2p_c7_3c9f3719e8f5e5bb +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS "support" +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form" +ORDER BY "support" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..572aaf74d73063ca42d8b0669a83fa2a162381da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS \"support\"\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\"\nORDER BY \"support\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"incomplete\", \"support\": 1080}, {\"form\": \"foster\", \"support\": 1080}, {\"form\": \"completed\", \"support\": 1080}, {\"form\": \"complete\", \"support\": 1080}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0392b137e648edc486c40fd32dddd92703785199 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:51:39.977903+00:00", + "ended_at": "2026-05-19T15:51:48.855952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5719d87543e4ca11", + "problem_id": "v2p_c7_3c9f3719e8f5e5bb", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form.", + "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 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5719d87543e4ca11.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56225998a0ed2a8e3d2748ec8b4d2595868c3db8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:48.847580+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8866.81, "started_at": "2026-05-19T15:51:39.979158+00:00", "ended_at": "2026-05-19T15:51:48.846045+00:00", "prompt_metrics": {"chars": 6434, "bytes_utf8": 6434, "lines": 206, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe6ca66baf170a39fb4e8469383e0de2f2abe80f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5719d87543e4ca11/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_5801be4163cc88a2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f286424ce0f4006afeb9d87118700e7d0b537d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/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": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13921, "cached_input_tokens": 12672, "output_tokens": 202, "reasoning_output_tokens": 103}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e2632195360fb04e2de1785c3cf4c73cd6422e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/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_5801be4163cc88a2", + "api_calls": 0, + "input_tokens": 13921, + "cached_input_tokens": 12672, + "output_tokens": 202, + "total_tokens": 14123, + "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": 7117.04, + "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_5801be4163cc88a2/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_5801be4163cc88a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06ebc7c6a725fbe5f56b1e7743f158056cd270c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/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": "2026-05-19T15:51:23.142444+00:00", + "ended_at": "2026-05-19T15:51:30.259528+00:00", + "elapsed_ms": 7117.04, + "prompt_metrics": { + "chars": 6441, + "bytes_utf8": 6441, + "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": 13921, + "cached_input_tokens": 12672, + "output_tokens": 202, + "reasoning_output_tokens": 103 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_5801be4163cc88a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54457938c05b23ef21c942fc899040218b4d0ec3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/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=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "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}, 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_5801be4163cc88a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b64c652cc8738b0404c397050b67313475e67bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-461f-7a03-9db7-5838eb44ad99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col=\\\"has_nurs\\\" and predicate \\\"finance\\\" = 'inconv'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13921,"cached_input_tokens":12672,"output_tokens":202,"reasoning_output_tokens":103}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07bbff1678ff08c3c1b9162960d7a8822e211e15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the planned Filtered Top-k Group Count template with group_col=\"has_nurs\" and predicate \"finance\" = 'inconv'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/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_58ab570733a1808c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27af84782a2f5fecbb9e7d2930a26eb3a571428d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6587, "bytes_utf8": 6587, "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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 471, "reasoning_output_tokens": 331}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fdf86fc8e486738ec1b6804a939b46c4e9f1649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/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_58ab570733a1808c", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 471, + "total_tokens": 14457, + "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": 12259.68, + "sql_execution_elapsed_ms_total": 11.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/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_58ab570733a1808c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0ad81f6bd3bd405600a2f184761cc15bc231b5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/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": "2026-05-19T15:43:33.130725+00:00", + "ended_at": "2026-05-19T15:43:45.390446+00:00", + "elapsed_ms": 12259.68, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 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": 13986, + "cached_input_tokens": 12672, + "output_tokens": 471, + "reasoning_output_tokens": 331 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_58ab570733a1808c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ae815d1fa0ff01451095042be1a3b5463939226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/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=housing, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "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,\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_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ca0fbdc4b684c6443d0190d5d0b3697de41f5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-1a12-7171-89d3-348a697a8831"} +{"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 \\\"housing\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Applied the planned template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13986,"cached_input_tokens":12672,"output_tokens":471,"reasoning_output_tokens":331}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30fac05a182c6bd8ba41f5de7c90db36f9632fb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;","notes":"Applied the planned template with group_col=\"housing\", target_col=\"class\", target_value='not_recom', min_support=5, 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_58ab570733a1808c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_58ab570733a1808c/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_5a69268d2596845e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cee5a9ef06375a9dfe0f847f2b4488ac20073954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6557, "bytes_utf8": 6557, "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": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13964, "cached_input_tokens": 12672, "output_tokens": 499, "reasoning_output_tokens": 392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7aaac7b587c316e6e6724fc074484aa5d12e208d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/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_5a69268d2596845e", + "api_calls": 0, + "input_tokens": 13964, + "cached_input_tokens": 12672, + "output_tokens": 499, + "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": 13144.88, + "sql_execution_elapsed_ms_total": 3.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/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_5a69268d2596845e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4799325dbec879e6a9b9ff084258f4888d26c3cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/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": "2026-05-19T15:37:35.119795+00:00", + "ended_at": "2026-05-19T15:37:48.264703+00:00", + "elapsed_ms": 13144.88, + "prompt_metrics": { + "chars": 6557, + "bytes_utf8": 6557, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13964, + "cached_input_tokens": 12672, + "output_tokens": 499, + "reasoning_output_tokens": 392 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_5a69268d2596845e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..932cf05a0e25c88600dcac1c59fe72f244813cf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/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=has_nurs, group_col_2=social.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "social", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "1", + "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}, {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_5a69268d2596845e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb22d97a0c3e8918f261949e6f94d6ee2a0d8cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-a3a1-77f3-a04c-15361127ed46"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"social\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '1'\\nGROUP BY \\\"has_nurs\\\", \\\"social\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with \\\"children\\\" = '1', grouped by \\\"has_nurs\\\" and \\\"social\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13964,"cached_input_tokens":12672,"output_tokens":499,"reasoning_output_tokens":392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06a9245499f85a23fda4e764f152b5f3bd1a7662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"social\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"has_nurs\", \"social\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with \"children\" = '1', grouped by \"has_nurs\" and \"social\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5a69268d2596845e/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_5aecb519038661b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c26df31df9a08c8c7152cb4acfef1040b7c0d8f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:19.680624+00:00", + "ended_at": "2026-05-19T15:55:22.885736+00:00", + "elapsed_ms": 3205.09, + "returncode": 1, + "prompt_metrics": { + "chars": 6576, + "bytes_utf8": 6576, + "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_5aecb519038661b8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab14aee3c6af690a95f0639cc2d98636110132d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:23.887969+00:00", + "ended_at": "2026-05-19T15:55:26.726212+00:00", + "elapsed_ms": 2838.18, + "returncode": 1, + "prompt_metrics": { + "chars": 6576, + "bytes_utf8": 6576, + "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_5aecb519038661b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b82cad3db697c2637f9a6445597b72f4a7bb7009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/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=health.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "health", + "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(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_5aecb519038661b8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b82cad3db697c2637f9a6445597b72f4a7bb7009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/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=health.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "health", + "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(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_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..191affbc5e011d196d1a6973f1c301586bd840d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e236-7a42-91d7-1128170c10ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_5aecb519038661b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cc41bf4fd3a6e28910090b09d78576a7b62e564 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e236-7a42-91d7-1128170c10ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_5aecb519038661b8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c5446ff17db7a4fcf3465effd95ebdf6b2cf7fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-f29d-7d12-a31a-bb9e16a4f132"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_5aecb519038661b8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..525c5ca74b1512d9dd3b4c5a3c2b8b8b138f49bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-f29d-7d12-a31a-bb9e16a4f132"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_5aecb519038661b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/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_5aecb519038661b8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5aecb519038661b8/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_5f0bb819e427464e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..911cc74cf3a868e74938bcdd3db1f62bac975998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "not_recom", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 1}, {"value_label": "priority", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 2}, {"value_label": "recommended", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea075c98a521861a47e889dc9720991d8d8dbde6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_5f0bb819e427464e +-- problem_id: v2p_c7_87d6533654a95226 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "health" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "health" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2daf77944760d4e235dbe29ab17c30fa7af7cf9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c7_5f0bb819e427464e\n-- problem_id: v2p_c7_87d6533654a95226\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"health\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"health\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c7_5f0bb819e427464e\\n-- problem_id: v2p_c7_87d6533654a95226\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"health\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"health\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"not_recom\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 1}, {\"value_label\": \"priority\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 2}, {\"value_label\": \"recommended\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc5b0af1952ae57b450cd6cca08f58c412ecc860 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.910801+00:00", + "ended_at": "2026-05-19T15:57:16.915443+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5f0bb819e427464e", + "problem_id": "v2p_c7_87d6533654a95226", + "dataset_id": "c7", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5f0bb819e427464e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5f0bb819e427464e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..890028e909b10d1547af2469f00bf586c362418f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"children": "1", "class": "spec_prior", "target_rate": 1.0}, {"children": "2", "class": "spec_prior", "target_rate": 1.0}, {"children": "3", "class": "spec_prior", "target_rate": 1.0}, {"children": "more", "class": "spec_prior", "target_rate": 1.0}, {"children": "1", "class": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0371e70b3b96aa0e66d9042d16859a6dd9c7cb93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_61eea83102f24eb9 +-- problem_id: v2p_c7_9baa5b6ca58b1633 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "class" +ORDER BY "target_rate" DESC, "children", "class"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..850b6ece6ff3c10f1e1d0e7052fe0e89f380f922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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\";", "result": "{\"query\": \"-- 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\\\";\", \"columns\": [\"children\", \"class\", \"target_rate\"], \"rows\": [{\"children\": \"1\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"2\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"3\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"more\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"children\": \"1\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.57}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..949559ca9ba8f0a59a023ecd4b8acb154b268873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:47:45.610413+00:00", + "ended_at": "2026-05-19T15:47:59.991709+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_61eea83102f24eb9", + "problem_id": "v2p_c7_9baa5b6ca58b1633", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template 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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_61eea83102f24eb9.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebe8de737cb5084575178512a8cdfd36e89235a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:59.976383+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14361.31, "started_at": "2026-05-19T15:47:45.613589+00:00", "ended_at": "2026-05-19T15:47:59.974960+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe868a181afc2e31d7f2ec5dbe743032e5861325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_61eea83102f24eb9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_6231109624500ed6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72b76bbde0264f5e83af9a911ddbae93d6528d67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6563, "bytes_utf8": 6563, "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": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13966, "cached_input_tokens": 12672, "output_tokens": 427, "reasoning_output_tokens": 313}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f13ae8c17f41c45d837b02b138fe5bc5e1819371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/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_6231109624500ed6", + "api_calls": 0, + "input_tokens": 13966, + "cached_input_tokens": 12672, + "output_tokens": 427, + "total_tokens": 14393, + "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": 10810.08, + "sql_execution_elapsed_ms_total": 6.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/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_6231109624500ed6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..632f0678f67514260feba8baf238efa3ddb98ed6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/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": "2026-05-19T15:37:56.246674+00:00", + "ended_at": "2026-05-19T15:38:07.056785+00:00", + "elapsed_ms": 10810.08, + "prompt_metrics": { + "chars": 6563, + "bytes_utf8": 6563, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 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": 13966, + "cached_input_tokens": 12672, + "output_tokens": 427, + "reasoning_output_tokens": 313 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_6231109624500ed6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea994307c21f9750f68cefc01cb8b8d764b3789a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/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=has_nurs, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "class", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_6231109624500ed6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8701123aebb1f5c2e5225e2df1de0d9890cb7d23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-f619-7200-b1b8-cae903ccceb1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"has_nurs\\\", \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"has_nurs\\\", group_col_2=\\\"class\\\", and predicate finance = 'convenient'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13966,"cached_input_tokens":12672,"output_tokens":427,"reasoning_output_tokens":313}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c78f7b4d8de9c0d4e801c9644c398bf6778b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"class\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"has_nurs\", \"class\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"has_nurs\", group_col_2=\"class\", and predicate finance = 'convenient'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6231109624500ed6/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_64a6eac449e05c8d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e8b07c41d74ea22917dd0d5511b9b9f598a6816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6557, "bytes_utf8": 6557, "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": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13971, "cached_input_tokens": 12672, "output_tokens": 308, "reasoning_output_tokens": 184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f7efb35b39d8a5c08e719f54ddcbd885577fc58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/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_64a6eac449e05c8d", + "api_calls": 0, + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 308, + "total_tokens": 14279, + "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": 8293.82, + "sql_execution_elapsed_ms_total": 19.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/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_64a6eac449e05c8d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9deb12efa4445f5881286241a1ccd30d55cbf4db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/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": "2026-05-19T15:49:32.382617+00:00", + "ended_at": "2026-05-19T15:49:40.676472+00:00", + "elapsed_ms": 8293.82, + "prompt_metrics": { + "chars": 6557, + "bytes_utf8": 6557, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 827, + "bytes_utf8": 827, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 308, + "reasoning_output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_64a6eac449e05c8d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb23af0074c45f717fa7bedd831ca47e5b96369d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/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=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": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_64a6eac449e05c8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaa0c3641998298b54426337d6595d1e955d3a33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-9574-73d1-8404-1475c7ec1207"} +{"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 requested Two-Axis Target Rate Surface template with group_col=\\\"finance\\\", group_col_2=\\\"social\\\", and target_col=\\\"class\\\" to compute the within-group proportion of rows where class = 'spec_prior'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13971,"cached_input_tokens":12672,"output_tokens":308,"reasoning_output_tokens":184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a26f7107173b2b06355c003a8e44e4a53cc6129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/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 requested Two-Axis Target Rate Surface template with group_col=\"finance\", group_col_2=\"social\", and target_col=\"class\" to compute the within-group proportion 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_64a6eac449e05c8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_64a6eac449e05c8d/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5db482cef23c888000d0bdc1c66b85be694f281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:55:58.729084+00:00", + "ended_at": "2026-05-19T15:56:05.416782+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_67212cab8e25cea8", + "problem_id": "v2p_c7_63ebcfbdb9e6cc09", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6648e1dd143189edf0bc663f83b040725bb2513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:01.606428+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2874.51, "started_at": "2026-05-19T15:55:58.731134+00:00", "ended_at": "2026-05-19T15:56:01.605674+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-7aaa-7bf2-ac55-294ef9aceeb7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:56:05.416690+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2808.48, "started_at": "2026-05-19T15:56:02.607426+00:00", "ended_at": "2026-05-19T15:56:05.415944+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-89c2-7062-9411-a729c41464d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0ed5cbbcd6f6ff3770bed8acf28cf048513bac3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}, {"parents": "pretentious", "support": 4320}, {"parents": "usual", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2820cc8a4137b706cec305f12687714354bb03b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6b666367570035f9 +-- problem_id: v2p_c7_1fb68b9e32ecdef9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..151e19312f993c486013b18dece8e276996aadc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 18;", "result": "{\"query\": \"-- 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 18;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}, {\"parents\": \"pretentious\", \"support\": 4320}, {\"parents\": \"usual\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.15}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80adccb8e82ddc038f856b66f516f31723d558e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:40:02.998613+00:00", + "ended_at": "2026-05-19T15:40:20.047117+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6b666367570035f9", + "problem_id": "v2p_c7_1fb68b9e32ecdef9", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6b666367570035f9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6b666367570035f9", + "api_calls": 0, + "input_tokens": 13881, + "cached_input_tokens": 12032, + "output_tokens": 269, + "total_tokens": 14150, + "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": 17040.19, + "sql_execution_elapsed_ms_total": 4.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/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_6b666367570035f9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42d7506c990ef5bfcb36bf9c58da4a3dc165793b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:20.041417+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17040.19, "started_at": "2026-05-19T15:40:03.000378+00:00", "ended_at": "2026-05-19T15:40:20.040600+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": null}, "response_metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13881, "cached_input_tokens": 12032, "output_tokens": 269, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"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 18;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"parents\\\", returning the least-supported parent groups first.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..531d158b998aba5fc9eee0e3750e87c0497a88ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6b666367570035f9", + "api_calls": 0, + "input_tokens": 13881, + "cached_input_tokens": 12032, + "output_tokens": 269, + "total_tokens": 14150, + "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": 17040.19, + "sql_execution_elapsed_ms_total": 4.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6b666367570035f9/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..04225e134bb0b5f7f87dd2015e314ac99988dae3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "great_pret", "housing": "convenient", "support": 1440}, {"parents": "great_pret", "housing": "critical", "support": 1440}, {"parents": "great_pret", "housing": "less_conv", "support": 1440}, {"parents": "pretentious", "housing": "convenient", "support": 1440}, {"parents": "pretentious", "housing": "critical", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fca8e37d320dcff9961826e32f821ef3cc9affa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6e5050a8737838aa +-- problem_id: v2p_c7_f72c42e8e74d19a0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "housing", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "support" ASC, "parents", "housing" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfcd8bc8cf3134c7ab540faf0a9e0ea1b27a843c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"housing\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83fba61fc25459082a36539ccecc37d253b4c3c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:42:19.449970+00:00", + "ended_at": "2026-05-19T15:42:27.699087+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6e5050a8737838aa", + "problem_id": "v2p_c7_f72c42e8e74d19a0", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_6e5050a8737838aa.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73c930bc822918ced18464a55f426e393f02eef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:27.690774+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8236.36, "started_at": "2026-05-19T15:42:19.453660+00:00", "ended_at": "2026-05-19T15:42:27.690053+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff19a8a51b966fdf9623fa7bc5aaea5075b3b96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_6e5050a8737838aa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_724a3e89f9da569a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aeec9d85bb9cf6c74ecb808fb3804b3930260c6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/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": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 345, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe6e3419009acb1895942589b5c0d5106d8d6bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/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_724a3e89f9da569a", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 345, + "total_tokens": 14329, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8813.57, + "sql_execution_elapsed_ms_total": 10.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/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_724a3e89f9da569a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7cf11408692e6d84a97bd3c9997464adf26f3edf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/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": "2026-05-19T15:43:58.246564+00:00", + "ended_at": "2026-05-19T15:44:07.060163+00:00", + "elapsed_ms": 8813.57, + "prompt_metrics": { + "chars": 6588, + "bytes_utf8": 6588, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 345, + "reasoning_output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_724a3e89f9da569a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..085e6ba99931cbdedf2ecebe90be5b8bbd437148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/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=finance, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_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\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_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db57813aba100e7a04a6ec6bee7f774982e00606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-7c2d-7590-856f-4876a67cad78"} +{"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 \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13984,"cached_input_tokens":12672,"output_tokens":345,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c60cf4961de8bfb02f080f8b5a5e9c76303b0947 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the requested Tail Target-Rate Extremes template with group_col=\"finance\", 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_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..172a1e4fba6ddc7b2f7be54b61b1fa91d0b8739b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "support": 864}, {"social": "problematic", "support": 864}, {"social": "nonprob", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be96ceb5b0cc905203ed9a6816399a2e4d4a5341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_72c149a9852c87bd +-- problem_id: v2p_c7_237044512983f92b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'proper' +GROUP BY "social" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48005355913ad7149a7be0ca0345d98dfb5f1a8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'proper'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"slightly_prob\", \"support\": 864}, {\"social\": \"problematic\", \"support\": 864}, {\"social\": \"nonprob\", \"support\": 864}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..deeb2ede60adc31b8f46dcb872f30f7d85ba91fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:53:00.500887+00:00", + "ended_at": "2026-05-19T15:53:07.677666+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_72c149a9852c87bd", + "problem_id": "v2p_c7_237044512983f92b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "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 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72c149a9852c87bd.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..715bdd99af11ff9ac96581653371a8b78265e125 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:53:07.669723+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7166.03, "started_at": "2026-05-19T15:53:00.502097+00:00", "ended_at": "2026-05-19T15:53:07.668159+00:00", "prompt_metrics": {"chars": 6439, "bytes_utf8": 6439, "lines": 206, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f17754207e017f48a7bcfa08d716d8f48e16b003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72c149a9852c87bd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_72fadbcf499c5933/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7a9f5e5027f6c36ef9965cd2afeb646a36eba77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/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_72fadbcf499c5933", + "api_calls": 0, + "input_tokens": 13915, + "cached_input_tokens": 12672, + "output_tokens": 245, + "total_tokens": 14160, + "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": 7656.21, + "sql_execution_elapsed_ms_total": 10.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/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_72fadbcf499c5933/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81d6bcb60c1455824738612510793451cc3f83d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/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": "2026-05-19T15:53:51.717848+00:00", + "ended_at": "2026-05-19T15:53:59.374102+00:00", + "elapsed_ms": 7656.21, + "prompt_metrics": { + "chars": 6352, + "bytes_utf8": 6352, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 334, + "bytes_utf8": 334, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13915, + "cached_input_tokens": 12672, + "output_tokens": 245, + "reasoning_output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_72fadbcf499c5933/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc8d1749b33a0b0d5932e8bd858e43cf43d804df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/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=social.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "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 {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_72fadbcf499c5933/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d6fac58c49a3d7dad6bd8edf38fa356cd947f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-8a6c-7ac2-a72c-e2b96452cda8"} +{"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\\\", \\\"social\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applied the planned Two-Dimensional Top-k Count template with group_col=\\\"has_nurs\\\" and group_col_2=\\\"social\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13915,"cached_input_tokens":12672,"output_tokens":245,"reasoning_output_tokens":147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fadbcf499c5933/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e519ef4948c2b0fced85fd46d61f4d211625cace --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"form": "complete", "finance": "convenient", "row_count": 68}, {"form": "completed", "finance": "convenient", "row_count": 60}, {"form": "complete", "finance": "inconv", "row_count": 50}, {"form": "incomplete", "finance": "convenient", "row_count": 50}, {"form": "completed", "finance": "inconv", "row_count": 40}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b709815c3087f98dea2ac3d16e333fefa52bb61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_72fb4f2a7c66b843 +-- problem_id: v2p_c7_8b7af5ad9b7c966c +-- realization_mode: agent +-- source_kind: agent +SELECT "form", "finance", COUNT(*) AS "row_count" +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "form", "finance" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49d532a9a178dac9c0e03898ba596f901b9a9239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"form\", \"finance\", \"row_count\"], \"rows\": [{\"form\": \"complete\", \"finance\": \"convenient\", \"row_count\": 68}, {\"form\": \"completed\", \"finance\": \"convenient\", \"row_count\": 60}, {\"form\": \"complete\", \"finance\": \"inconv\", \"row_count\": 50}, {\"form\": \"incomplete\", \"finance\": \"convenient\", \"row_count\": 50}, {\"form\": \"completed\", \"finance\": \"inconv\", \"row_count\": 40}, {\"form\": \"foster\", \"finance\": \"convenient\", \"row_count\": 40}, {\"form\": \"incomplete\", \"finance\": \"inconv\", \"row_count\": 20}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6083d6d53fd1549caf96fb182118b027cadc2381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:38:27.105752+00:00", + "ended_at": "2026-05-19T15:38:36.551819+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_72fb4f2a7c66b843", + "problem_id": "v2p_c7_8b7af5ad9b7c966c", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=form, group_col_2=finance.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_72fb4f2a7c66b843.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40d83727b1d37a781dbfbedeb41262cb79629140 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:36.548177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9440.12, "started_at": "2026-05-19T15:38:27.107215+00:00", "ended_at": "2026-05-19T15:38:36.547365+00:00", "prompt_metrics": {"chars": 6556, "bytes_utf8": 6556, "lines": 208, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74a054f0d5341515dc67bc2438e0b22b0c646e14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_72fb4f2a7c66b843/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_73f783358e0cd083/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3d03e31a1228f5ec605d17846cc6ee7a4d854e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6591, "bytes_utf8": 6591, "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": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12032, "output_tokens": 324, "reasoning_output_tokens": 181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8faf4e742ca31fb547c7a13fbe28dfb0cee5f483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/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_73f783358e0cd083", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12032, + "output_tokens": 324, + "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": 10994.0, + "sql_execution_elapsed_ms_total": 7.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/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_73f783358e0cd083/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5743cdbab71e32ecaf1f59e0c30fe6a197672725 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/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": "2026-05-19T15:43:22.123165+00:00", + "ended_at": "2026-05-19T15:43:33.117191+00:00", + "elapsed_ms": 10994.0, + "prompt_metrics": { + "chars": 6591, + "bytes_utf8": 6591, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 851, + "bytes_utf8": 851, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13984, + "cached_input_tokens": 12032, + "output_tokens": 324, + "reasoning_output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_73f783358e0cd083/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe979a016ae79e2a38b770741200a3ee767aa23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/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": "recommend", + "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\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_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbcf1f684c6e1c4e778d81788b64ef16d489fda8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-ef1c-7dc2-90fa-e693b68c67d2"} +{"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\\\" = 'recommend' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 19;\",\"notes\":\"Applies the planned Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13984,"cached_input_tokens":12032,"output_tokens":324,"reasoning_output_tokens":181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d44a18259a186b933d3ba95da50575a0bbdb6010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/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\" = 'recommend' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 19;","notes":"Applies the planned Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='recommend', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_73f783358e0cd083/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e83083f9749062523b13f79d36b4a74ede3e4d0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "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_767981fbdd27a347/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fe3ed534ec52e06f6c7fb80f0a0763617f0ee7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_767981fbdd27a347 +-- problem_id: v2p_c7_2fc29fca612c692b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS "distinct_entities" +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "social" +ORDER BY "distinct_entities" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85c30390338a094fe3071df6fc5b9b2999d90c88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0b98346b1e1788293a8dcc9fc626c3760c82915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:55:05.324174+00:00", + "ended_at": "2026-05-19T15:55:19.678926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_767981fbdd27a347", + "problem_id": "v2p_c7_2fc29fca612c692b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_767981fbdd27a347.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8191eae2025d9056b229c9c7f4e2dfa6ead808bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:08.228645+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2900.9, "started_at": "2026-05-19T15:55:05.326265+00:00", "ended_at": "2026-05-19T15:55:08.227214+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-aa1d-7d30-b561-3d5d568c00cd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:19.675252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10444.25, "started_at": "2026-05-19T15:55:09.230148+00:00", "ended_at": "2026-05-19T15:55:19.674449+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdf84660347c4486e69f499f3379d61332cf64c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_767981fbdd27a347/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_776598a4096daaaa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff79112bd1243730a6d9e0d186c4ad74cc944537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "great_pret", "support": 4320, "support_share": 0.3333333333333333, "cumulative_support": 4320}, {"value_label": "pretentious", "support": 4320, "support_share": 0.3333333333333333, "cumulative_support": 8640}, {"value_label": "usual", "support": 4320, "support_share": 0.3333333333333333, "cumulative_support": 12960}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3beaeec59c9d5b35e41bf24fb091a80fb7da8677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_776598a4096daaaa +-- problem_id: v2p_c7_d5c61facf845b1a6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e999e3ed661d85e86e6ba05826ce76442f07c1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c7_776598a4096daaaa\n-- problem_id: v2p_c7_d5c61facf845b1a6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"parents\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"parents\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c7_776598a4096daaaa\\n-- problem_id: v2p_c7_d5c61facf845b1a6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"parents\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"parents\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"great_pret\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"cumulative_support\": 4320}, {\"value_label\": \"pretentious\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"cumulative_support\": 8640}, {\"value_label\": \"usual\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"cumulative_support\": 12960}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b5c5e121984f6f69ac458afa78e6c8e3f5c936b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.808621+00:00", + "ended_at": "2026-05-19T15:57:16.819305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_776598a4096daaaa", + "problem_id": "v2p_c7_d5c61facf845b1a6", + "dataset_id": "c7", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_776598a4096daaaa.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_776598a4096daaaa/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8506f551e81528257bf405cf113e76640d52d0b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6160, "bytes_utf8": 6160, "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": 287, "bytes_utf8": 287, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12032, "output_tokens": 251, "reasoning_output_tokens": 171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2295cb33b68a4ccc5ea0a7e63932605050a67631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/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_778bd6035c460c53", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 251, + "total_tokens": 14095, + "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": 15466.22, + "sql_execution_elapsed_ms_total": 5.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/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_778bd6035c460c53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..036178ded19fdc7d05cb2d828d441257879e2a33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/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": "2026-05-19T15:30:23.056958+00:00", + "ended_at": "2026-05-19T15:30:38.523209+00:00", + "elapsed_ms": 15466.22, + "prompt_metrics": { + "chars": 6160, + "bytes_utf8": 6160, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1311, + "bytes_utf8": 1311, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 287, + "bytes_utf8": 287, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 251, + "reasoning_output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4ec6cf5f73f6b25606c951b53954676a14faf2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/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=finance.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "finance", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_778bd6035c460c53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38965115d4c572bc3ee4fb2d91ca46627cb4621a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dc-0beb-7df0-8aaa-b11e5292885c"} +{"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":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the fixed Grouped Count by Category template with group_col bound to \\\"finance\\\" on single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13844,"cached_input_tokens":12032,"output_tokens":251,"reasoning_output_tokens":171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71938a13e4ba6063247e3f3e3f76c54551052498 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"finance\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY \"row_count\" DESC;","notes":"Applied the fixed Grouped Count by Category template with group_col bound to \"finance\" on 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_778bd6035c460c53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_778bd6035c460c53/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_77a38b6e8432d97a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67d61e8de48e41bda5a7ac6bc7b9eb389cc049df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6591, "bytes_utf8": 6591, "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": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 284, "reasoning_output_tokens": 148}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23fb7f367d95991ab0a2001b5c0a9c731421811a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/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_77a38b6e8432d97a", + "api_calls": 0, + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 284, + "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": 12823.36, + "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_77a38b6e8432d97a/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_77a38b6e8432d97a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..034bb184b4121f0b8f18d27c0a0b78142321f379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/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": "2026-05-19T15:43:45.410819+00:00", + "ended_at": "2026-05-19T15:43:58.234228+00:00", + "elapsed_ms": 12823.36, + "prompt_metrics": { + "chars": 6591, + "bytes_utf8": 6591, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1128, + "bytes_utf8": 1128, + "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": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 284, + "reasoning_output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_77a38b6e8432d97a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1211905b20c4366da0419d961f0ae2662cfd4cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/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=housing, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "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\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_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6c9ce1788713bcff74c7671c8a9786705971e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-4a09-72d3-813d-e25b1f9225d4"} +{"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 \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied Tail Target-Rate Extremes with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13986,"cached_input_tokens":12672,"output_tokens":284,"reasoning_output_tokens":148}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c96d0d32d2fdb30ea4474a7494a6cb92c371070 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied Tail Target-Rate Extremes with group_col=\"housing\", target_col=\"class\", target_value='not_recom', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_77a38b6e8432d97a/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_78cc1cd67f789f68/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc8c2a10bbd00aa54ceab3fe5043bb294e8332be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6243, "bytes_utf8": 6243, "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": 323, "bytes_utf8": 323, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13880, "cached_input_tokens": 12032, "output_tokens": 314, "reasoning_output_tokens": 221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acc2cf0b18b291c69da12bf75536398c7c8f1269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/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_78cc1cd67f789f68", + "api_calls": 0, + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 314, + "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": 9238.1, + "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_78cc1cd67f789f68/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_78cc1cd67f789f68/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df564fff8355dfaedd949083f5fc7d3689c70a4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/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": "2026-05-19T15:41:10.171897+00:00", + "ended_at": "2026-05-19T15:41:19.410028+00:00", + "elapsed_ms": 9238.1, + "prompt_metrics": { + "chars": 6243, + "bytes_utf8": 6243, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 323, + "bytes_utf8": 323, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 314, + "reasoning_output_tokens": 221 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a853e5a98962c58f504b36f763e755511c0ca2f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/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=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "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\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_78cc1cd67f789f68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede8b4c1bdb78fb1919b5aee9299973f43c458bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-ebc6-76e3-be3d-409478b351c4"} +{"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 \\\"children\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"support\\\" ASC, \\\"children\\\"\\nLIMIT 16;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13880,"cached_input_tokens":12032,"output_tokens":314,"reasoning_output_tokens":221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..014858f071574e10a251bcad57e59ae411bf9b74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"support\" ASC, \"children\"\nLIMIT 16;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"children\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_78cc1cd67f789f68/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_7a572fe8b382543f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67a6bb028140234b4fbbe09b2f49efdba312cca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"finance": "inconv", "condition_ratio": 0.0}, {"finance": "convenient", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..664f68b72e351b06279a003cb79a192c101ebcf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_7a572fe8b382543f +-- problem_id: v2p_c7_11584eb4cd9cebe2 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "finance", + SUM(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c7" + GROUP BY "finance" +) +SELECT "finance", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5352524a981c581479868bc5de17b391c395400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"finance\", \"condition_ratio\"], \"rows\": [{\"finance\": \"inconv\", \"condition_ratio\": 0.0}, {\"finance\": \"convenient\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4143dbd012de1d197b9aebfcbb8cc700e4b184fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:36:32.284943+00:00", + "ended_at": "2026-05-19T15:36:52.609218+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_7a572fe8b382543f", + "problem_id": "v2p_c7_11584eb4cd9cebe2", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_7a572fe8b382543f.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b25891f7da4208ddc95bfb7b214a10ae41898d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:52.600338+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20313.03, "started_at": "2026-05-19T15:36:32.286222+00:00", "ended_at": "2026-05-19T15:36:52.599284+00:00", "prompt_metrics": {"chars": 7076, "bytes_utf8": 7076, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0232cd4390dfcf445bfdffafec4ffe11739c48f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_7a572fe8b382543f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_804535a9387e68a4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..561776598a3220df1adf0e7589bf6f751a6c9215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/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": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13882, "cached_input_tokens": 12672, "output_tokens": 223, "reasoning_output_tokens": 132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9956586f8c02104acd11b15fa36e184b0f681cf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/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_804535a9387e68a4", + "api_calls": 0, + "input_tokens": 13882, + "cached_input_tokens": 12672, + "output_tokens": 223, + "total_tokens": 14105, + "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": 7385.53, + "sql_execution_elapsed_ms_total": 5.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/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_804535a9387e68a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c78513ac23f30c9f962641fe21d904b301f4735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/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": "2026-05-19T15:41:02.775239+00:00", + "ended_at": "2026-05-19T15:41:10.160798+00:00", + "elapsed_ms": 7385.53, + "prompt_metrics": { + "chars": 6241, + "bytes_utf8": 6241, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13882, + "cached_input_tokens": 12672, + "output_tokens": 223, + "reasoning_output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a08309be44fcf1ada11cbc3c5d0aa07a6f28bad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/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=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "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\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_804535a9387e68a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22abf410c915ecf819fa74d56a65ce0995692ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-ced4-71e1-b6ac-18ace05a09d5"} +{"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 \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 11;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"children\\\", returning child-category groups with the smallest support first.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13882,"cached_input_tokens":12672,"output_tokens":223,"reasoning_output_tokens":132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3352af82ebb1a57c9fd6080a7a88c61da9042ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 11;","notes":"Applies the Low-Support Group Count template with group_col bound to \"children\", returning child-category groups with the smallest support first."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_804535a9387e68a4/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d80b7434fad1b9a8dbc12608b04d9a92b54b9746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.04567901234567901}, {"children": "2", "support": 3240, "focus_rate": 0.030864197530864196}, {"children": "3", "support": 3240, "focus_rate": 0.012345679012345678}, {"children": "more", "support": 3240, "focus_rate": 0.012345679012345678}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a81b39288db0014ef7ab574ef834e5c5bdd7030c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_826cd85fdc19eeef +-- problem_id: v2p_c7_b319308db80b0900 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ba2a8b0cc6ccba7cefc0f21c1b51ecff1dfa23e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.04567901234567901}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.030864197530864196}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37bb44b5b0d08d8879900e3385b5b5ead21753a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:46:54.411005+00:00", + "ended_at": "2026-05-19T15:47:08.588915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_826cd85fdc19eeef", + "problem_id": "v2p_c7_b319308db80b0900", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_826cd85fdc19eeef.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45e85933700f5d9f247ef52a01228e77f7df876d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:08.580741+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14167.26, "started_at": "2026-05-19T15:46:54.412247+00:00", "ended_at": "2026-05-19T15:47:08.579548+00:00", "prompt_metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 205, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..994800c2b36e3ac1b6a43b0d3537d9532feeb82f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_8271def572c18ead/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24f3960af1be37d65de4523fc09688693be5ddfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/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": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12672, "output_tokens": 301, "reasoning_output_tokens": 187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85cc369b69dd21eff31047316518a3e2eeeca883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/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_8271def572c18ead", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 301, + "total_tokens": 14249, + "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": 11013.61, + "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_8271def572c18ead/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_8271def572c18ead/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da6c4e940925df7cfff03abff5d19b9254e0b1fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/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": "2026-05-19T15:41:58.439913+00:00", + "ended_at": "2026-05-19T15:42:09.453559+00:00", + "elapsed_ms": 11013.61, + "prompt_metrics": { + "chars": 6417, + "bytes_utf8": 6417, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 301, + "reasoning_output_tokens": 187 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8271def572c18ead/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f4c11c633b5207c841db585baa21366a543d1bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/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=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_8271def572c18ead/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ebc1fd5102cab35a185fed14b445bb4f5b248e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-a84c-7e83-ade5-3eed97179e3e"} +{"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 14;\",\"notes\":\"Uses the planned Pairwise Sparse Slice Count template with group_col=\\\"parents\\\" and group_col_2=\\\"children\\\" to return the 14 least-supported parent/children combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12672,"output_tokens":301,"reasoning_output_tokens":187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..339862dd4eb3588fe6e18372cbdfd14582569e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/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 14;","notes":"Uses the planned Pairwise Sparse Slice Count template with group_col=\"parents\" and group_col_2=\"children\" to return the 14 least-supported parent/children combinations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8271def572c18ead/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_82ae9a453ec10238/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e24903ee1b4fbdcf757c2defb9fb7b0a46f5c93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13952, "cached_input_tokens": 12672, "output_tokens": 212, "reasoning_output_tokens": 102}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3334ebac8ba4fbeeb308bcf96fb9d8d32f970bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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_82ae9a453ec10238", + "api_calls": 0, + "input_tokens": 13952, + "cached_input_tokens": 12672, + "output_tokens": 212, + "total_tokens": 14164, + "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": 7120.92, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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_82ae9a453ec10238/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21542d310742c2013ca5b4be081d40a1ee7329cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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": "2026-05-19T15:41:40.920511+00:00", + "ended_at": "2026-05-19T15:41:48.041460+00:00", + "elapsed_ms": 7120.92, + "prompt_metrics": { + "chars": 6421, + "bytes_utf8": 6421, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 729, + "bytes_utf8": 729, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13952, + "cached_input_tokens": 12672, + "output_tokens": 212, + "reasoning_output_tokens": 102 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_82ae9a453ec10238/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08865b6d1699459fcaabb99e29ad1e8c5e717a0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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=has_nurs.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "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\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_82ae9a453ec10238/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85d3d5c44e2b087180b3be6fb3f3eb8fdd8a2dba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-63a5-7432-b6f1-a54eafe55640"} +{"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 17;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"has_nurs\\\", and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13952,"cached_input_tokens":12672,"output_tokens":212,"reasoning_output_tokens":102}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3adec5b222e06234b9ff98652cf5da6fc8b18cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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 17;","notes":"Applied the Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"has_nurs\", and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_82ae9a453ec10238/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_850e70a2007293d9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cfff988a43b7f51038134181013fe84352fe396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "convenient", "support": 6480, "support_share": 0.5, "support_rank": 1}, {"value_label": "inconv", "support": 6480, "support_share": 0.5, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56d01a3dded9a6dc1dc4d32c2434e15fa532e727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_850e70a2007293d9 +-- problem_id: v2p_c7_bb1d3eadb0d34637 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a35f3124c44b623ec1aa35169eecfdeafb248c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c7_850e70a2007293d9\n-- problem_id: v2p_c7_bb1d3eadb0d34637\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"finance\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"finance\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c7_850e70a2007293d9\\n-- problem_id: v2p_c7_bb1d3eadb0d34637\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"finance\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"finance\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"convenient\", \"support\": 6480, \"support_share\": 0.5, \"support_rank\": 1}, {\"value_label\": \"inconv\", \"support\": 6480, \"support_share\": 0.5, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a9115a4e56224e9c6eec4a38ebff1a5ef2375a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.901461+00:00", + "ended_at": "2026-05-19T15:57:16.905589+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_850e70a2007293d9", + "problem_id": "v2p_c7_bb1d3eadb0d34637", + "dataset_id": "c7", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=finance.", + "bindings": { + "group_col": "finance" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_850e70a2007293d9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_850e70a2007293d9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac45d4f8c8967202ef00a214d669db1fa1eceb96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6415, "bytes_utf8": 6415, "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": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13947, "cached_input_tokens": 12672, "output_tokens": 346, "reasoning_output_tokens": 234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..907eb5f18a1b622254449d0e850404c4822d314e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/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_85443808f27fe0d8", + "api_calls": 0, + "input_tokens": 13947, + "cached_input_tokens": 12672, + "output_tokens": 346, + "total_tokens": 14293, + "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": 8429.25, + "sql_execution_elapsed_ms_total": 13.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/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_85443808f27fe0d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29fe16610518af028e4f171bc7a92e05bf635b09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/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": "2026-05-19T15:42:47.882189+00:00", + "ended_at": "2026-05-19T15:42:56.311479+00:00", + "elapsed_ms": 8429.25, + "prompt_metrics": { + "chars": 6415, + "bytes_utf8": 6415, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 784, + "bytes_utf8": 784, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13947, + "cached_input_tokens": 12672, + "output_tokens": 346, + "reasoning_output_tokens": 234 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_85443808f27fe0d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5edcdc5992eec0ba7dae1b13c05bf31741e678b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/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=social.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "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\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_85443808f27fe0d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5b6a6187f6e745f46a93db0c4c1b7b5d9a2e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-6943-71f0-a4c4-fd6671e3b234"} +{"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 \\\"social\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"social\\\"\\nLIMIT 12;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"social\\\", ordered by smallest support first and limited to 12 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13947,"cached_input_tokens":12672,"output_tokens":346,"reasoning_output_tokens":234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..607c3c3afab50aed1ab6e2572a763c448c6aa2fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"social\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY \"support\" ASC, \"parents\", \"social\"\nLIMIT 12;","notes":"Uses the Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"social\", ordered by smallest support first and limited to 12 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_85443808f27fe0d8/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_86ba9a6bca06cbc9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e5a9ea7f827e1d8a44df916f84bd800ff7053d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "recommended", "row_count": 4320}, {"health": "priority", "row_count": 4320}, {"health": "not_recom", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94042cd013ecb7a6bdff8665805eecda17c8affb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_86ba9a6bca06cbc9 +-- problem_id: v2p_c7_20c7f4ebef28723a +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "health" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6a10daed469f07d0a9a94276600fdd919cb1c0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"health\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"health\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"health\", \"row_count\"], \"rows\": [{\"health\": \"recommended\", \"row_count\": 4320}, {\"health\": \"priority\", \"row_count\": 4320}, {\"health\": \"not_recom\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85026dc9c8184071e60f1990ce20de41c43d46c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:30:46.084419+00:00", + "ended_at": "2026-05-19T15:30:56.783230+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_86ba9a6bca06cbc9", + "problem_id": "v2p_c7_20c7f4ebef28723a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_86ba9a6bca06cbc9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_86ba9a6bca06cbc9", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 252, + "total_tokens": 14096, + "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": 10687.95, + "sql_execution_elapsed_ms_total": 4.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/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_86ba9a6bca06cbc9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3088db60795978b75f60f495c2f7564e5a65dbee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:56.776914+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10687.95, "started_at": "2026-05-19T15:30:46.087816+00:00", "ended_at": "2026-05-19T15:30:56.775816+00:00", "prompt_metrics": {"chars": 6158, "bytes_utf8": 6158, "lines": 202, "estimated_tokens": null}, "response_metrics": {"chars": 247, "bytes_utf8": 247, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12032, "output_tokens": 252, "reasoning_output_tokens": 183}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82b71e40b6d2b25e3470637245411a91c63a455a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_86ba9a6bca06cbc9", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 252, + "total_tokens": 14096, + "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": 10687.95, + "sql_execution_elapsed_ms_total": 4.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_86ba9a6bca06cbc9/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14936ad68a43fd41d1250a77f1a63098360585fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"housing": "less_conv", "distinct_entities": 1}, {"housing": "critical", "distinct_entities": 1}, {"housing": "convenient", "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/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4363b7934cf638f98a765e94febfcb8a084c042a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_8a2194f5d4a7a8f5 +-- problem_id: v2p_c7_88456b38fc282465 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS "distinct_entities" +FROM "c7" +GROUP BY "housing" +ORDER BY "distinct_entities" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cd458c631a477ac368e97dd3f7d83330d1bf088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"housing\", \"distinct_entities\"], \"rows\": [{\"housing\": \"less_conv\", \"distinct_entities\": 1}, {\"housing\": \"critical\", \"distinct_entities\": 1}, {\"housing\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5565d642eb0cd2fba3f0bb3e88ba0215dd3da8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:29:09.158407+00:00", + "ended_at": "2026-05-19T15:29:17.771940+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8a2194f5d4a7a8f5", + "problem_id": "v2p_c7_88456b38fc282465", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_8a2194f5d4a7a8f5.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d6a88b795ff9e91a86cbbe735d814c98502f899 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:17.765843+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8604.17, "started_at": "2026-05-19T15:29:09.160896+00:00", "ended_at": "2026-05-19T15:29:17.765101+00:00", "prompt_metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82a09f3b8bd1e69721e56c4db21ae98561a53cb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8a2194f5d4a7a8f5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_8b2b2f8681264ded/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d5de918a5c0938f77db94a564d6e6cc3783dc3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6366, "bytes_utf8": 6366, "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": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 235, "reasoning_output_tokens": 128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..081d9bc2beeafdbcb097ccdf9fa54e15d91cbac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/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_8b2b2f8681264ded", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 235, + "total_tokens": 14130, + "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": 7281.15, + "sql_execution_elapsed_ms_total": 6.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/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_8b2b2f8681264ded/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fdee4679da057c3fead23cbd63b11314dba9681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/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": "2026-05-19T15:29:01.865229+00:00", + "ended_at": "2026-05-19T15:29:09.146407+00:00", + "elapsed_ms": 7281.15, + "prompt_metrics": { + "chars": 6366, + "bytes_utf8": 6366, + "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": 432, + "bytes_utf8": 432, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 235, + "reasoning_output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8b2b2f8681264ded/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6063e1127206897f34c1473a7c6c692033b1ec4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/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=children.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "children", + "entity_col": "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}, 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_8b2b2f8681264ded/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e7d386549e0054d66636432ce4f289145ce14fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-ceaf-7f00-ac3f-19f10016e752"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the shortlisted template with group_col=\\\"children\\\" and entity_col=\\\"children\\\" on the single table \\\"c7\\\". This yields distinct self-coverage per children group, ranked descending, limited to top 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":235,"reasoning_output_tokens":128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c088b3f984af47617240fd968ce84abfe14f6547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the shortlisted template with group_col=\"children\" and entity_col=\"children\" on the single table \"c7\". This yields distinct self-coverage per children group, ranked descending, limited to top 13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/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_8c3c9276957c42ff/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23e7a02b2cfe52c9578cdfb322173b146d6235b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 369, "reasoning_output_tokens": 247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62d90112296b104168fb699022800e56fc88fdb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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_8c3c9276957c42ff", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 369, + "total_tokens": 14264, + "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": 9459.62, + "sql_execution_elapsed_ms_total": 4.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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_8c3c9276957c42ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e219adb12b1b802c058d332b61d407219260d6e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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": "2026-05-19T15:29:17.774532+00:00", + "ended_at": "2026-05-19T15:29:27.234173+00:00", + "elapsed_ms": 9459.62, + "prompt_metrics": { + "chars": 6365, + "bytes_utf8": 6365, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 853, + "bytes_utf8": 853, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 486, + "bytes_utf8": 486, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 369, + "reasoning_output_tokens": 247 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8c3c9276957c42ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..958eaa64119bcdb7fc896ec100904994a803d7a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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": 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}, 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_8c3c9276957c42ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0920d8ea054fae63531f5b5b1f6fa5720b49ec59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-0cc7-7bc0-b901-d157ffd08474"} +{"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 19;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"housing\\\" and entity_col=\\\"housing\\\" on the single table \\\"c7\\\". Because the grouped column and distinct-counted column are the same, each non-NULL housing group will have a distinct_entities value of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":369,"reasoning_output_tokens":247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f780ad0685520b4e74e641d06721d325d23aa12c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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 19;","notes":"Applied the provided template exactly with group_col=\"housing\" and entity_col=\"housing\" on the single table \"c7\". Because the grouped column and distinct-counted column are the same, each non-NULL housing group will have a distinct_entities value of 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8c3c9276957c42ff/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_8d78b452b036837d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..768b8e30f2c27393536570c024bff174f671d568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13985, "cached_input_tokens": 12672, "output_tokens": 392, "reasoning_output_tokens": 255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7785f3aade766f3e049f45a470cac8295a487a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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_8d78b452b036837d", + "api_calls": 0, + "input_tokens": 13985, + "cached_input_tokens": 12672, + "output_tokens": 392, + "total_tokens": 14377, + "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": 8109.42, + "sql_execution_elapsed_ms_total": 10.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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_8d78b452b036837d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2b679a00aa352e99f8ff3b0f685eac053f03397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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": "2026-05-19T15:44:35.303233+00:00", + "ended_at": "2026-05-19T15:44:43.412690+00:00", + "elapsed_ms": 8109.42, + "prompt_metrics": { + "chars": 6590, + "bytes_utf8": 6590, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13985, + "cached_input_tokens": 12672, + "output_tokens": 392, + "reasoning_output_tokens": 255 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8d78b452b036837d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3474a3e850d6b3bca5051ad7052655d6fcc814f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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=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": 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,\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_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c9a504b57c28ffea231e6c5d7a4a3c4b0b115b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-0cf4-7cc1-8878-9d1447fcd825"} +{"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 \\\"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(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13985,"cached_input_tokens":12672,"output_tokens":392,"reasoning_output_tokens":255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..025ff3a846a3523a78f411f37c614a2f4ac672a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"social\", target_col=\"class\", target_value='spec_prior', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8d78b452b036837d/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3ee566b259e96af064d0b8f18f9f7a0fbf660fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"has_nurs": "improper", "condition_ratio": 0.0}, {"has_nurs": "critical", "condition_ratio": null}, {"has_nurs": "less_proper", "condition_ratio": null}, {"has_nurs": "proper", "condition_ratio": null}, {"has_nurs": "very_crit", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1655775bc0da0cbc01298ecf18f23661423f06d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_94b73b3c210b840d +-- problem_id: v2p_c7_831c8b8295c173aa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "has_nurs", + SUM(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "has_nurs" +) +SELECT "has_nurs", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2ebd694d100807a16e9b914881ba583790bcd94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"has_nurs\", \"condition_ratio\"], \"rows\": [{\"has_nurs\": \"improper\", \"condition_ratio\": 0.0}, {\"has_nurs\": \"critical\", \"condition_ratio\": null}, {\"has_nurs\": \"less_proper\", \"condition_ratio\": null}, {\"has_nurs\": \"proper\", \"condition_ratio\": null}, {\"has_nurs\": \"very_crit\", \"condition_ratio\": null}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd2da542cd58babe5169d416079ba50c12b1c3ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:35:48.117650+00:00", + "ended_at": "2026-05-19T15:35:58.630435+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_94b73b3c210b840d", + "problem_id": "v2p_c7_831c8b8295c173aa", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_94b73b3c210b840d.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8867bd4f5a6184c65b962f3dead515e54f83a21c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:58.622196+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10500.38, "started_at": "2026-05-19T15:35:48.120228+00:00", "ended_at": "2026-05-19T15:35:58.620651+00:00", "prompt_metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f84c57a482fc4504cfb622b585cb7d9b3750bafc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94b73b3c210b840d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_94dffdebe99bc4c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97ab87a3923a4776e8a6c457914460dae534b729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6554, "bytes_utf8": 6554, "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": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13970, "cached_input_tokens": 12672, "output_tokens": 472, "reasoning_output_tokens": 328}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aae09eaf482e7de0340b74f12f0fef6fb00ade73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/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_94dffdebe99bc4c1", + "api_calls": 0, + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 472, + "total_tokens": 14442, + "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": 10187.87, + "sql_execution_elapsed_ms_total": 17.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/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_94dffdebe99bc4c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..160e43186e42127156b27e994ef632eff39021c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/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": "2026-05-19T15:50:08.138445+00:00", + "ended_at": "2026-05-19T15:50:18.326355+00:00", + "elapsed_ms": 10187.87, + "prompt_metrics": { + "chars": 6554, + "bytes_utf8": 6554, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 905, + "bytes_utf8": 905, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13970, + "cached_input_tokens": 12672, + "output_tokens": 472, + "reasoning_output_tokens": 328 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_94dffdebe99bc4c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..488946c035414365b55549ad2dcfb0e812d1ef29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/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=finance, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "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}, {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_94dffdebe99bc4c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b06c5be30d8886af6b607128bdb8f1f103c69c85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-211a-7e81-b330-9aa71af25396"} +{"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\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"finance\\\", group_col_2=\\\"class\\\", and target_col=\\\"class\\\". Because the grouping includes \\\"class\\\" itself, the computed target_rate is deterministic within each group: 1.0 when \\\"class\\\" = 'recommend' and 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13970,"cached_input_tokens":12672,"output_tokens":472,"reasoning_output_tokens":328}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71ca6888dcc5c07a11aff4e6ba5d283c7f44d2a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"finance\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested template with group_col=\"finance\", group_col_2=\"class\", and target_col=\"class\". Because the grouping includes \"class\" itself, the computed target_rate is deterministic within each group: 1.0 when \"class\" = 'recommend' 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_94dffdebe99bc4c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_94dffdebe99bc4c1/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c70164ac6e6b841d6d60a5ff51444c79f596c746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}, {"form": "completed", "support": 3240}, {"form": "foster", "support": 3240}, {"form": "incomplete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b08a54586d92c8c3e7c7e20309dd7cc45e86561d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_95b4627f36cfcef4 +-- problem_id: v2p_c7_21d4adfca40bbe5c +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c96eb863b1e4bc46c67f93f7fd0f3ce2c89ec6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}, {\"form\": \"completed\", \"support\": 3240}, {\"form\": \"foster\", \"support\": 3240}, {\"form\": \"incomplete\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bce8d73737e6558e52aae67f56c6ec89d229c177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:40:45.829404+00:00", + "ended_at": "2026-05-19T15:40:53.015430+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_95b4627f36cfcef4", + "problem_id": "v2p_c7_21d4adfca40bbe5c", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_95b4627f36cfcef4.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6df79418e73ce294dafc1b9fa61457f32b162af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:53.009728+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7177.85, "started_at": "2026-05-19T15:40:45.831068+00:00", "ended_at": "2026-05-19T15:40:53.008943+00:00", "prompt_metrics": {"chars": 6233, "bytes_utf8": 6233, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..801d78b2c15a885633edd37a54f072013655bcad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_95b4627f36cfcef4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_963a7b0c2b942cc8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb4e57a6d5cacc3470c7a2bd5154ecdd2bcb414b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"social": "nonprob", "health": "not_recom", "target_rate": 1.0}, {"social": "problematic", "health": "not_recom", "target_rate": 1.0}, {"social": "slightly_prob", "health": "not_recom", "target_rate": 1.0}, {"social": "nonprob", "health": "priority", "target_rate": 0.0}, {"social": "nonprob", "health": "recommended", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8664de2de31e8bd84d1cc80810f7c8f8d3202ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_963a7b0c2b942cc8 +-- problem_id: v2p_c7_615106f1db58cb37 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "social", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b228930b5e6915c8d4ec3d3707207888d82d3413 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"health\", \"target_rate\"], \"rows\": [{\"social\": \"nonprob\", \"health\": \"not_recom\", \"target_rate\": 1.0}, {\"social\": \"problematic\", \"health\": \"not_recom\", \"target_rate\": 1.0}, {\"social\": \"slightly_prob\", \"health\": \"not_recom\", \"target_rate\": 1.0}, {\"social\": \"nonprob\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"nonprob\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"social\": \"slightly_prob\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"slightly_prob\", \"health\": \"recommended\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5379db0a07010e255e5c6e24cd3a52f7f420229d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:50:43.303111+00:00", + "ended_at": "2026-05-19T15:50:53.579409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_963a7b0c2b942cc8", + "problem_id": "v2p_c7_615106f1db58cb37", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template 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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=105" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_963a7b0c2b942cc8.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f520f070fdf5906c13afcf47a84ff927c6a4c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:53.565164+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10258.0, "started_at": "2026-05-19T15:50:43.306148+00:00", "ended_at": "2026-05-19T15:50:53.564187+00:00", "prompt_metrics": {"chars": 6547, "bytes_utf8": 6547, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4dd1de585182407cd0bdbee284c8ef2364c59c2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_963a7b0c2b942cc8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_9715fd32311e6461/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acc270832524a41ef7d7bb4e75f137221d5baadd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6584, "bytes_utf8": 6584, "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": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 249, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61d913f9d17414b16a254966a273a05a61266766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/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_9715fd32311e6461", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 249, + "total_tokens": 14233, + "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": 7462.78, + "sql_execution_elapsed_ms_total": 5.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/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_9715fd32311e6461/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec81fce7f2272290fab8ba304f36a3e1777533c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/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": "2026-05-19T15:46:22.118702+00:00", + "ended_at": "2026-05-19T15:46:29.581516+00:00", + "elapsed_ms": 7462.78, + "prompt_metrics": { + "chars": 6584, + "bytes_utf8": 6584, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 249, + "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_9715fd32311e6461/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a4e20a9f3fbf0e383638cfee102e9445f825679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/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=form, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "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 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_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d6e38c434efe8381bfeedfb3f06403ca76d2d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-aeae-7993-88bd-56421acc2130"} +{"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 \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13984,"cached_input_tokens":12672,"output_tokens":249,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d71b7885ecfda1ff7c065dc26482dc488c4fd8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Applied tpl_tail_target_rate_extremes_v2 with group_col=\"form\", 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_9715fd32311e6461/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9715fd32311e6461/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_981a17f89874df62/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5b44467bda939141656f7be1b7f7b9a7c2c79a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/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": 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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13972, "cached_input_tokens": 12672, "output_tokens": 368, "reasoning_output_tokens": 246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b54a59ea429fbc94f9ed5c076216aacbd987550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/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_981a17f89874df62", + "api_calls": 0, + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 368, + "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": 8430.94, + "sql_execution_elapsed_ms_total": 13.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/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_981a17f89874df62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31e0084ef541d58c57e5c1eefa5b6e1538183fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/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": "2026-05-19T15:48:42.272466+00:00", + "ended_at": "2026-05-19T15:48:50.703430+00:00", + "elapsed_ms": 8430.94, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13972, + "cached_input_tokens": 12672, + "output_tokens": 368, + "reasoning_output_tokens": 246 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_981a17f89874df62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df4fea1a0f37e5ed3ec413d0066f8f8c2ec513df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/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=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "target_col": "class", + "target_value": "not_recom", + "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}, {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_981a17f89874df62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a094bac84ffa6a551e9b8b1fa5ec626f68ac2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-d1b8-74a2-8b53-f9ad267dfa34"} +{"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\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the planned Two-Axis Target Rate Surface template with \\\"housing\\\" and \\\"health\\\" as grouping columns and computes the within-group proportion where \\\"class\\\" = 'not_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13972,"cached_input_tokens":12672,"output_tokens":368,"reasoning_output_tokens":246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..541c1a1799aa5ea4c87da31d72424074ad78a239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"health\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the planned Two-Axis Target Rate Surface template with \"housing\" and \"health\" as grouping columns and computes the within-group proportion where \"class\" = 'not_recom'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_981a17f89874df62/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_99f6caf306e5327c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de6d50d247cff79fddbab757fa79622c0c7ea13d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6549, "bytes_utf8": 6549, "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": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13970, "cached_input_tokens": 12032, "output_tokens": 447, "reasoning_output_tokens": 330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..774f49930fbd9ad6c64eb1a4343ebcfe066ed5a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/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_99f6caf306e5327c", + "api_calls": 0, + "input_tokens": 13970, + "cached_input_tokens": 12032, + "output_tokens": 447, + "total_tokens": 14417, + "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": 10110.08, + "sql_execution_elapsed_ms_total": 8.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/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_99f6caf306e5327c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a8c6ae84f3cb79d3863662cb8c361bfc7d06006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/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": "2026-05-19T15:48:32.148921+00:00", + "ended_at": "2026-05-19T15:48:42.259032+00:00", + "elapsed_ms": 10110.08, + "prompt_metrics": { + "chars": 6549, + "bytes_utf8": 6549, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 792, + "bytes_utf8": 792, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13970, + "cached_input_tokens": 12032, + "output_tokens": 447, + "reasoning_output_tokens": 330 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_99f6caf306e5327c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e59482642b35c4202e06eeabb2a98bdb2a763198 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/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=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": 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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_99f6caf306e5327c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2973a09d7766d51187b7610aa624431d89af6fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-aa3b-74f1-80ac-941d64aa6e96"} +{"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\":\"Instantiated the 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":13970,"cached_input_tokens":12032,"output_tokens":447,"reasoning_output_tokens":330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20ed146de547807343c304fece4e1f3df0ebeab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/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":"Instantiated the 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_99f6caf306e5327c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_99f6caf306e5327c/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_9b49c63e65d3bd42/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af699fb3ea5ddd6e6b3f61cf01ff50c38ecdfd65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"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": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13949, "cached_input_tokens": 12672, "output_tokens": 321, "reasoning_output_tokens": 213}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..519db43945855099228af191892f69e22f403dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/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_9b49c63e65d3bd42", + "api_calls": 0, + "input_tokens": 13949, + "cached_input_tokens": 12672, + "output_tokens": 321, + "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": 9301.84, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/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_9b49c63e65d3bd42/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d16efa72f3f2e356e3aa399c7a698a071e5a355e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/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": "2026-05-19T15:56:24.386846+00:00", + "ended_at": "2026-05-19T15:56:33.688729+00:00", + "elapsed_ms": 9301.84, + "prompt_metrics": { + "chars": 6580, + "bytes_utf8": 6580, + "lines": 208, + "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": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13949, + "cached_input_tokens": 12672, + "output_tokens": 321, + "reasoning_output_tokens": 213 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9b49c63e65d3bd42/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1454649ba5d473ad6f564fcb037a7945a97784c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/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=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "children", + "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}, 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_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d2d050c3ab3507f202f128395cbc3852c93643 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ded0-7123-accc-a81f668aa782"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the required template with bound roles exactly as provided: group_col=\\\"children\\\", entity_col=\\\"children\\\", predicate_col=\\\"children\\\", predicate_value='3', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13949,"cached_input_tokens":12672,"output_tokens":321,"reasoning_output_tokens":213}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1157f9aa820d4f84ca41eb6006b5ae2c645194fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the required template with bound roles exactly as provided: group_col=\"children\", entity_col=\"children\", predicate_col=\"children\", predicate_value='3', 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_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b49c63e65d3bd42/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_9b812a0cc00c7dcc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8a3caf59db454b9d41d470d5194e7fb3f8d6263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6235, "bytes_utf8": 6235, "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": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13880, "cached_input_tokens": 12032, "output_tokens": 256, "reasoning_output_tokens": 168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1e72c57b685ee407a38a10eb19f76c5d6906f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/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_9b812a0cc00c7dcc", + "api_calls": 0, + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 256, + "total_tokens": 14136, + "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": 9746.02, + "sql_execution_elapsed_ms_total": 5.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/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_9b812a0cc00c7dcc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bde5ce23d23f588c606e242cd061e85fefe2155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/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": "2026-05-19T15:40:53.017766+00:00", + "ended_at": "2026-05-19T15:41:02.763808+00:00", + "elapsed_ms": 9746.02, + "prompt_metrics": { + "chars": 6235, + "bytes_utf8": 6235, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 666, + "bytes_utf8": 666, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 313, + "bytes_utf8": 313, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 256, + "reasoning_output_tokens": 168 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9b812a0cc00c7dcc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19f0256b2da315319d33b55162b6ba6642cadc46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/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=form.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "form", + "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\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_9b812a0cc00c7dcc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01f28009dca5b22ff9c448f0c76d025c6444e8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-a8aa-7e72-83e0-bf4726736fbc"} +{"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 15;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"form\\\" and returns the lowest-support form groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13880,"cached_input_tokens":12032,"output_tokens":256,"reasoning_output_tokens":168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b8c59eeb7ce5a3b5c7952cdea0303338838108e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/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 15;","notes":"Uses the Low-Support Group Count template with group_col bound to \"form\" and returns the lowest-support form groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9b812a0cc00c7dcc/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cfe07899a6250fc4726677bc58780ac2911db05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "priority", "support": 1206}, {"class": "not_recom", "support": 1080}, {"class": "spec_prior", "support": 804}, {"class": "very_recom", "support": 148}, {"class": "recommend", "support": 2}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eadf4b02e83852f0c19c6858f8c3bc3a5e14b95e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9d929bd05d083771 +-- problem_id: v2p_c7_babf2341987bb4bc +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "children" = '1' +GROUP BY "class" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e89258ff9bd50b01daed0d4beba9d6900a66188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"priority\", \"support\": 1206}, {\"class\": \"not_recom\", \"support\": 1080}, {\"class\": \"spec_prior\", \"support\": 804}, {\"class\": \"very_recom\", \"support\": 148}, {\"class\": \"recommend\", \"support\": 2}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48086d7f2aa3fbffc8bb523f1d1c6555095fe944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:53:44.222556+00:00", + "ended_at": "2026-05-19T15:53:51.714883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9d929bd05d083771", + "problem_id": "v2p_c7_babf2341987bb4bc", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9d929bd05d083771.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2610962643b7a2bb5faeff638b516f71514eb1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:53:51.706814+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7479.82, "started_at": "2026-05-19T15:53:44.225437+00:00", "ended_at": "2026-05-19T15:53:51.705301+00:00", "prompt_metrics": {"chars": 6432, "bytes_utf8": 6432, "lines": 206, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4ee32c6a38c350eab848633cf8717f089f49903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9d929bd05d083771/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_9e09bf68c8f4d831/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c53f51e2314e506e90ed05c6add347dfb43da491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 3240, "support_share": 0.25, "cumulative_support": 3240}, {"value_label": "2", "support": 3240, "support_share": 0.25, "cumulative_support": 6480}, {"value_label": "3", "support": 3240, "support_share": 0.25, "cumulative_support": 9720}, {"value_label": "more", "support": 3240, "support_share": 0.25, "cumulative_support": 12960}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82e09b612f567218aec33343fedd852568938c65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_9e09bf68c8f4d831 +-- problem_id: v2p_c7_59b195f44acacb42 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13a952da51d0008cb27a829573ebb4ccf6603a71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c7_9e09bf68c8f4d831\n-- problem_id: v2p_c7_59b195f44acacb42\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"children\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"children\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c7_9e09bf68c8f4d831\\n-- problem_id: v2p_c7_59b195f44acacb42\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"children\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"children\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 3240, \"support_share\": 0.25, \"cumulative_support\": 3240}, {\"value_label\": \"2\", \"support\": 3240, \"support_share\": 0.25, \"cumulative_support\": 6480}, {\"value_label\": \"3\", \"support\": 3240, \"support_share\": 0.25, \"cumulative_support\": 9720}, {\"value_label\": \"more\", \"support\": 3240, \"support_share\": 0.25, \"cumulative_support\": 12960}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c82f330b593a5e3673478e4a9fb5ef9a6eda02ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.841281+00:00", + "ended_at": "2026-05-19T15:57:16.848919+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9e09bf68c8f4d831", + "problem_id": "v2p_c7_59b195f44acacb42", + "dataset_id": "c7", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_9e09bf68c8f4d831.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9e09bf68c8f4d831/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69bec0c5f572d411930f80809c370f3ecdbe811b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6587, "bytes_utf8": 6587, "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": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 353, "reasoning_output_tokens": 181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8c2f47364dbdeb1441aa2b8e18a84f65121fe32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/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_9eb2b768623b4c1c", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 353, + "total_tokens": 14337, + "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": 12086.33, + "sql_execution_elapsed_ms_total": 6.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/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_9eb2b768623b4c1c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30d2f55f86ae8393de6c0a3cdfb157b279eff887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/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": "2026-05-19T15:45:20.412018+00:00", + "ended_at": "2026-05-19T15:45:32.498375+00:00", + "elapsed_ms": 12086.33, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 971, + "bytes_utf8": 971, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 608, + "bytes_utf8": 608, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 353, + "reasoning_output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9eb2b768623b4c1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a116ed45b76c365355d9a868b246bea8a6275be1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/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=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": 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\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_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3e219b053a1d8dad3e32f27f9a01a1626d42cb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-bd35-7a72-bac7-8f638b1922ca"} +{"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 \\\"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(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19. Because the grouping column and target column are both \\\"class\\\", the focus_rate is 1.0 for the 'recommend' group and 0.0 for all other class groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13984,"cached_input_tokens":12672,"output_tokens":353,"reasoning_output_tokens":181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95feaea807b33a3bcc851925968a0043ec6f0282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/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(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='recommend', min_support=4, and top_k=19. Because the grouping column and target column are both \"class\", the focus_rate is 1.0 for the 'recommend' group and 0.0 for all 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_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_9eb2b768623b4c1c/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b380a63779f8fd93ea822330be2612094bdce5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "recommend", "support": 2}, {"class": "very_recom", "support": 328}, {"class": "spec_prior", "support": 4044}, {"class": "priority", "support": 4266}, {"class": "not_recom", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f76267a2aa4355280584329a04f0f62958d4fca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a504100f1177795b +-- problem_id: v2p_c7_4222aa156eec0a16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "class" +ORDER BY "support" ASC, "class" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83807cdf2d71b6b51b9b6959eb33634ef7364f50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"recommend\", \"support\": 2}, {\"class\": \"very_recom\", \"support\": 328}, {\"class\": \"spec_prior\", \"support\": 4044}, {\"class\": \"priority\", \"support\": 4266}, {\"class\": \"not_recom\", \"support\": 4320}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c95b586f99c3e9145dba5b1cdf1172830d1e96a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:39:39.931275+00:00", + "ended_at": "2026-05-19T15:39:54.927270+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a504100f1177795b", + "problem_id": "v2p_c7_4222aa156eec0a16", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a504100f1177795b.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53b41463923d7f6260e918f7ce19fddba28d9986 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:54.909403+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14974.76, "started_at": "2026-05-19T15:39:39.933066+00:00", "ended_at": "2026-05-19T15:39:54.907858+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fff23391cf48a0ab265dd8e18b95c1ac4d16bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a504100f1177795b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_a53cac9c65590289/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5eb70e4d5445458d3950647c17b91955cb79fcce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6443, "bytes_utf8": 6443, "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": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12032, "output_tokens": 251, "reasoning_output_tokens": 141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c88989a74f5a471fd42e9eca32962287dcf80204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/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_a53cac9c65590289", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 251, + "total_tokens": 14169, + "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": 7201.46, + "sql_execution_elapsed_ms_total": 2.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/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_a53cac9c65590289/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a48a3d839bd2c65e31a7959caa8243996e440b79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/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": "2026-05-19T15:52:37.661222+00:00", + "ended_at": "2026-05-19T15:52:44.862708+00:00", + "elapsed_ms": 7201.46, + "prompt_metrics": { + "chars": 6443, + "bytes_utf8": 6443, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 772, + "bytes_utf8": 772, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 251, + "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_a53cac9c65590289/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f44e3c9675008995802501cbbfc900b94e48edc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/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=finance.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "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 {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_a53cac9c65590289/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e259e3d3178dd8d731b05e01263c62acd218e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-690b-7361-b41e-e8d8d69ffe4e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"finance\\\", predicate_col=\\\"parents\\\", predicate_op=\\\"=\\\", predicate_value='great_pret', and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12032,"output_tokens":251,"reasoning_output_tokens":141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c5377e6005ca56a0727cde541d38da88a6bab21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS \"support\"\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY \"support\" DESC\nLIMIT 18;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"finance\", predicate_col=\"parents\", predicate_op=\"=\", predicate_value='great_pret', 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_a53cac9c65590289/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a53cac9c65590289/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_a5699b20f2cea63f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd4b565023c2982d6165c15d1b67eb841027dde0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6355, "bytes_utf8": 6355, "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": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13894, "cached_input_tokens": 12032, "output_tokens": 253, "reasoning_output_tokens": 140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d496ef9839e0ad5914d9ae23a7a480502e1a9334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/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_a5699b20f2cea63f", + "api_calls": 0, + "input_tokens": 13894, + "cached_input_tokens": 12032, + "output_tokens": 253, + "total_tokens": 14147, + "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": 7654.97, + "sql_execution_elapsed_ms_total": 4.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/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_a5699b20f2cea63f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7910d76eb84fea7574b4c7f5431dc0233a056a0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/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": "2026-05-19T15:28:44.963088+00:00", + "ended_at": "2026-05-19T15:28:52.618094+00:00", + "elapsed_ms": 7654.97, + "prompt_metrics": { + "chars": 6355, + "bytes_utf8": 6355, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13894, + "cached_input_tokens": 12032, + "output_tokens": 253, + "reasoning_output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_a5699b20f2cea63f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a2752960e38fa3232354455ee3ea8cfe3d8a65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/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": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_a5699b20f2cea63f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8b075cae591ab75bbf6d49cbb34db25273dfd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-8cb0-70c1-9329-315a0b1104a8"} +{"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 12;\",\"notes\":\"Used the required template with group_col bound to \\\"form\\\" and entity_col bound to \\\"form\\\" as provided. Because the grouped column and distinct-count column are the same, each non-NULL form group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13894,"cached_input_tokens":12032,"output_tokens":253,"reasoning_output_tokens":140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a72e906485f94987a73a65c28c2dfa1dc44ae992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/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 12;","notes":"Used the required template with group_col bound to \"form\" and entity_col bound to \"form\" as provided. Because the grouped column and distinct-count column are the same, each non-NULL form 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_a5699b20f2cea63f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a5699b20f2cea63f/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b208adb96eb0c41c0f9add4112665fe4d34a67f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}, {"social": "problematic", "support": 4320}, {"social": "slightly_prob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd40d20b01ed669651e853d012a4c603698d741d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a78cf7505af0d255 +-- problem_id: v2p_c7_09f78470a672ad4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "social" +ORDER BY "support" ASC, "social" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6caaa299ecd41132688c42fcfedb3b311b33b01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}, {\"social\": \"problematic\", \"support\": 4320}, {\"social\": \"slightly_prob\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3df4ec20c5df550bad3c8a8af3639c4ed3a7bf2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:39:09.342477+00:00", + "ended_at": "2026-05-19T15:39:18.867315+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a78cf7505af0d255", + "problem_id": "v2p_c7_09f78470a672ad4e", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_a78cf7505af0d255.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19deb8832c0562aa04e75deb9b8adc9e1c39e4fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:18.854329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9508.15, "started_at": "2026-05-19T15:39:09.344324+00:00", "ended_at": "2026-05-19T15:39:18.852516+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a035c2cebd959c1726e5e4803274ca0513139c7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a78cf7505af0d255/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_a99d28ad5cad3833/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cabe27b0fb2e33d755565950dab286288633f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6363, "bytes_utf8": 6363, "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": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a422f9a1fd5b75efa03a69c2cb4eb89f626664d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/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_a99d28ad5cad3833", + "api_calls": 0, + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 321, + "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": 9200.14, + "sql_execution_elapsed_ms_total": 4.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/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_a99d28ad5cad3833/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bae00aac7a8794ec86c3683d312ee5e99b25c6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/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": "2026-05-19T15:29:27.243084+00:00", + "ended_at": "2026-05-19T15:29:36.443250+00:00", + "elapsed_ms": 9200.14, + "prompt_metrics": { + "chars": 6363, + "bytes_utf8": 6363, + "lines": 204, + "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": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13895, + "cached_input_tokens": 12032, + "output_tokens": 321, + "reasoning_output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_a99d28ad5cad3833/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd3b0f44cf6060dda7be4ed32258fd271cd9708f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/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=finance.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "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 {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_a99d28ad5cad3833/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05df86ca31cba15c1acec489e2823979ed117f07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-31b8-7160-9d0a-d8b3dc5ddb7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"finance\\\" and entity_col=\\\"finance\\\" exactly as bound. Because the grouped column and distinct-counted column are the same, each non-NULL finance group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13895,"cached_input_tokens":12032,"output_tokens":321,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a36fef799ecc1b0d9fc24e7471017fc755d36261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template with group_col=\"finance\" and entity_col=\"finance\" exactly as bound. Because the grouped column and distinct-counted column are the same, each non-NULL finance 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_a99d28ad5cad3833/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_a99d28ad5cad3833/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_ae075db4cb909c47/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e71f16ad1fec9b21ab63216e615bf52ecff5e647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6521, "bytes_utf8": 6521, "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": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13936, "cached_input_tokens": 12672, "output_tokens": 434, "reasoning_output_tokens": 286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d63224c6d6a8aca4691a3bbbdaad7b0b05fd992e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/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_ae075db4cb909c47", + "api_calls": 0, + "input_tokens": 13936, + "cached_input_tokens": 12672, + "output_tokens": 434, + "total_tokens": 14370, + "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": 14125.0, + "sql_execution_elapsed_ms_total": 5.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/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_ae075db4cb909c47/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..810df7f99318527fe0fb182f3eebb558c155e7de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/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": "2026-05-19T15:35:10.318401+00:00", + "ended_at": "2026-05-19T15:35:24.443437+00:00", + "elapsed_ms": 14125.0, + "prompt_metrics": { + "chars": 6521, + "bytes_utf8": 6521, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 949, + "bytes_utf8": 949, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 598, + "bytes_utf8": 598, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13936, + "cached_input_tokens": 12672, + "output_tokens": 434, + "reasoning_output_tokens": 286 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ae075db4cb909c47/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c9f2ba91151676d6b5a4e7efab759110199e902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/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=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "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},\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_ae075db4cb909c47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d556856b9c38023ee5218e6f77c65fe929780a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-6e12-73d0-b952-118883833611"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the grouped condition rate template with both group_col and condition_col bound to \\\"finance\\\" and condition_value bound to 'convenient'. Because the grouping column and condition column are the same, this measures the within-group proportion of rows where finance='convenient', which will be 1 for the 'convenient' group and 0 for other finance groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13936,"cached_input_tokens":12672,"output_tokens":434,"reasoning_output_tokens":286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a147933cc7a31c293e02e9c8cd3d258fa048f5c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;","notes":"Applied the grouped condition rate template with both group_col and condition_col bound to \"finance\" and condition_value bound to 'convenient'. Because the grouping column and condition column are the same, this measures the within-group proportion of rows where finance='convenient', which will be 1 for the 'convenient' group and 0 for other finance groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/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_ae075db4cb909c47/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b89be386808781afe18083ba33d7a44f864acb4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "convenient", "condition_rate": 1.0}, {"finance": "inconv", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8600b01378461126e201ecf206a0e75b67ed5a45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_ae075db4cb909c47 +-- problem_id: v2p_c7_ac67912838d2efe5 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38fd7ea084649fe8797d3154cb0b27b555de6f69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae075db4cb909c47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:24.444244+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14125.0, "started_at": "2026-05-19T15:35:10.318401+00:00", "ended_at": "2026-05-19T15:35:24.443437+00:00", "prompt_metrics": {"chars": 6521, "bytes_utf8": 6521, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13936, "cached_input_tokens": 12672, "output_tokens": 434, "reasoning_output_tokens": 286}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the grouped condition rate template with both group_col and condition_col bound to \\\"finance\\\" and condition_value bound to 'convenient'. Because the grouping column and condition column are the same, this measures the within-group proportion of rows where finance='convenient', which will be 1 for the 'convenient' group and 0 for other finance groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c057f7473c848e5a01673bc14af22d69de3308ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"form": "complete", "health": "not_recom", "row_count": 216}, {"form": "complete", "health": "priority", "row_count": 216}, {"form": "complete", "health": "recommended", "row_count": 216}, {"form": "completed", "health": "not_recom", "row_count": 216}, {"form": "completed", "health": "priority", "row_count": 216}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31b63c09b01556d88d80cf14c8f58e9eb252f74c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:53.572444+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7773.11, "started_at": "2026-05-19T15:38:45.797748+00:00", "ended_at": "2026-05-19T15:38:53.570897+00:00", "prompt_metrics": {"chars": 6555, "bytes_utf8": 6555, "lines": 208, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f71b48b5c1110b4dffb23faf629cec02ba9227 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "convenient", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 1}, {"value_label": "critical", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 2}, {"value_label": "less_conv", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d0393365d9ceab3e45073a3d1e92c36fbff37ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_aeb3dc87d515227d +-- problem_id: v2p_c7_edaabbc81364cb6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a79c80f3c4b13f5fee251711285c724d89d51ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c7_aeb3dc87d515227d\n-- problem_id: v2p_c7_edaabbc81364cb6e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"housing\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"housing\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c7_aeb3dc87d515227d\\n-- problem_id: v2p_c7_edaabbc81364cb6e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"housing\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"housing\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"convenient\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 1}, {\"value_label\": \"critical\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 2}, {\"value_label\": \"less_conv\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..439920f4c2ba32acbbd7c947e83cbee2b875ce35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:57:16.895888+00:00", + "ended_at": "2026-05-19T15:57:16.900970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_aeb3dc87d515227d", + "problem_id": "v2p_c7_edaabbc81364cb6e", + "dataset_id": "c7", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_aeb3dc87d515227d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_aeb3dc87d515227d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..605b9092314d09989d7e2c573b45978acbe93e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}, {"social": "problematic", "support": 4320}, {"social": "slightly_prob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1faef39fd91cbdb876489a0389503f3e556ff286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_b099cc4c834a89b3 +-- problem_id: v2p_c7_e93d0c1855f3f876 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c4dc63ca0f83b044e3b7279584d60fdb07cc850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}, {\"social\": \"problematic\", \"support\": 4320}, {\"social\": \"slightly_prob\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d3fc5490509ce54940e020a59fdcd8e29f59341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:39:01.383035+00:00", + "ended_at": "2026-05-19T15:39:09.341945+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b099cc4c834a89b3", + "problem_id": "v2p_c7_e93d0c1855f3f876", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b099cc4c834a89b3.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31cb1e2decc3bce87e50e5f909ac50c0aa227cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:09.335753+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7949.54, "started_at": "2026-05-19T15:39:01.385404+00:00", "ended_at": "2026-05-19T15:39:09.334977+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e92786c852ba3c8b84af7002e90051d0a48643cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b099cc4c834a89b3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b235a421306784df/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51fb2b2504207ba0fd727dbcd05439b0367b9e65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e53c64bef110ac3627e3dd8f3b56ace17646963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_b235a421306784df +-- problem_id: v2p_c7_764134e95ea8b9cf +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY "support" ASC, "parents", "has_nurs" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fc2fee3cb78110c5a2924c4dc2d85bc84fd19d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de332cc622f3d04f8dd1e732b4b91ea681451452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:41:32.922758+00:00", + "ended_at": "2026-05-19T15:41:40.918013+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b235a421306784df", + "problem_id": "v2p_c7_764134e95ea8b9cf", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b235a421306784df.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3e2efd74bde2c9f317764967722c5c782b7291f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:40.910075+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7984.79, "started_at": "2026-05-19T15:41:32.924508+00:00", "ended_at": "2026-05-19T15:41:40.909319+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f122600243309426f0b07367cae9de356463aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b235a421306784df/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b47d52ebf4552582/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eceb979bca15a271f2ef271f5520c30f0e704cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "problematic", "condition_rate": 1.0}, {"social": "slightly_prob", "condition_rate": 0.0}, {"social": "nonprob", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c4c18b8c8d9f04df5042a0f961f545eb3c40613 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_b47d52ebf4552582 +-- problem_id: v2p_c7_a0f204ee856a0722 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1f0c2663100490884ff2d7b860b98ee2ed6b3fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"condition_rate\"], \"rows\": [{\"social\": \"problematic\", \"condition_rate\": 1.0}, {\"social\": \"slightly_prob\", \"condition_rate\": 0.0}, {\"social\": \"nonprob\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6485969bd79f04d11b940dae009e389bbb00731e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:32:00.697674+00:00", + "ended_at": "2026-05-19T15:32:24.869735+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b47d52ebf4552582", + "problem_id": "v2p_c7_a0f204ee856a0722", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=social, condition_col=social.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b47d52ebf4552582.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d4739e90029aebfd155a8d37df83eef607e26dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:24.862871+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24161.81, "started_at": "2026-05-19T15:32:00.700116+00:00", "ended_at": "2026-05-19T15:32:24.861971+00:00", "prompt_metrics": {"chars": 6517, "bytes_utf8": 6517, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0738b3d8f9abe3f91c36306685ec515eb82f0a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b47d52ebf4552582/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b49bf6d3a5c641d0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8c29761e9378f71c6536b811bda4fda277bf9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"health": "priority", "condition_ratio": 0.0}, {"health": "not_recom", "condition_ratio": null}, {"health": "recommended", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8658a46d922b5e49a6663d6da83313771e3457ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_b49bf6d3a5c641d0 +-- problem_id: v2p_c7_96db6f2fe9da055d +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "health", + SUM(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c7" + GROUP BY "health" +) +SELECT "health", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40126d4efd702c8b5e88f9db9beebbacd175fe42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"health\", \"condition_ratio\"], \"rows\": [{\"health\": \"priority\", \"condition_ratio\": 0.0}, {\"health\": \"not_recom\", \"condition_ratio\": null}, {\"health\": \"recommended\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..50296c9564b4a8b9f75c6ac2534427f5d9c44256 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:37:03.208342+00:00", + "ended_at": "2026-05-19T15:37:19.965580+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b49bf6d3a5c641d0", + "problem_id": "v2p_c7_96db6f2fe9da055d", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b49bf6d3a5c641d0.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8e0402e9bc067e6acae820faec7b341e2bf3739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:19.955969+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16744.71, "started_at": "2026-05-19T15:37:03.210191+00:00", "ended_at": "2026-05-19T15:37:19.954928+00:00", "prompt_metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5918af5c279219e52ad31adb809b419291309a6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b49bf6d3a5c641d0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b5ce1c214b33a3cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb9284e49c08a0717f3b90ce2e84279877d80a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "less_conv", "row_count": 4320}, {"housing": "critical", "row_count": 4320}, {"housing": "convenient", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d33598c572f24654f802ca377fed5e5d10c2f887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_b5ce1c214b33a3cc +-- problem_id: v2p_c7_dfa899ab31317e40 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "housing" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e50e52005da057a8ce25bc0eb165995e62334172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"housing\", \"row_count\"], \"rows\": [{\"housing\": \"less_conv\", \"row_count\": 4320}, {\"housing\": \"critical\", \"row_count\": 4320}, {\"housing\": \"convenient\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..419fa6a806ad91fcd04600dce37af89b9a36efbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:30:04.036211+00:00", + "ended_at": "2026-05-19T15:30:23.052836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b5ce1c214b33a3cc", + "problem_id": "v2p_c7_dfa899ab31317e40", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b5ce1c214b33a3cc.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88b339ad9153b165b5272219e873161e623f86c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:23.040984+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19001.38, "started_at": "2026-05-19T15:30:04.038004+00:00", "ended_at": "2026-05-19T15:30:23.039418+00:00", "prompt_metrics": {"chars": 6159, "bytes_utf8": 6159, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd572c1b99b6eb48781cc84d8038d266e1164df8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b5ce1c214b33a3cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b78f11a20b05dbff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..95409c2e65111ada718db002de894ee515876aa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "usual", "distinct_entities": 1}, {"parents": "pretentious", "distinct_entities": 1}, {"parents": "great_pret", "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/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc30e725bc0f1f265e98c4525d276e4256f3c9d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_b78f11a20b05dbff +-- problem_id: v2p_c7_bc21db54eb71f1e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a57c0d8d7d9ab0a229b6a071dfd21050e4b398e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"usual\", \"distinct_entities\": 1}, {\"parents\": \"pretentious\", \"distinct_entities\": 1}, {\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..369e57977cec8133f041884fcb74cc59eca4b8e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:28:18.002637+00:00", + "ended_at": "2026-05-19T15:28:27.590564+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b78f11a20b05dbff", + "problem_id": "v2p_c7_bc21db54eb71f1e8", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b78f11a20b05dbff.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..586d7cb5684be4e79cc6c074ccbcabfa5c0ed6f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:27.583819+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9578.5, "started_at": "2026-05-19T15:28:18.004405+00:00", "ended_at": "2026-05-19T15:28:27.582933+00:00", "prompt_metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..358c7194649e2f2eb436476d47d0eee0062f8944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b78f11a20b05dbff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b8a6ff432b4f0806/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcfb900e44744621fef05f45fea3342612bd4ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"finance": "convenient", "health": "recommended", "target_rate": 0.10092592592592593}, {"finance": "inconv", "health": "recommended", "target_rate": 0.05092592592592592}, {"finance": "convenient", "health": "not_recom", "target_rate": 0.0}, {"finance": "convenient", "health": "priority", "target_rate": 0.0}, {"finance": "inconv", "health": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4b707d78bba7ab332eb3e455d76309a93dc78fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_b8a6ff432b4f0806 +-- problem_id: v2p_c7_7caa3647565210bb +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..860f5d6f0ce684ad2a5363f9ae13101afa73fdd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"finance\", \"health\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"health\": \"recommended\", \"target_rate\": 0.10092592592592593}, {\"finance\": \"inconv\", \"health\": \"recommended\", \"target_rate\": 0.05092592592592592}, {\"finance\": \"convenient\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0336449f32bbfd6fe6b6ebcd8bcbca01f60a5492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:49:49.465928+00:00", + "ended_at": "2026-05-19T15:49:57.032487+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b8a6ff432b4f0806", + "problem_id": "v2p_c7_7caa3647565210bb", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template 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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_b8a6ff432b4f0806.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b761193385cd88a5080bc9a515cf41b48769663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:57.019244+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7550.72, "started_at": "2026-05-19T15:49:49.467643+00:00", "ended_at": "2026-05-19T15:49:57.018392+00:00", "prompt_metrics": {"chars": 6542, "bytes_utf8": 6542, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af3806ca0850ebd6f1c9dee2b81efcf04aa62448 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b8a6ff432b4f0806/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_b9b41846a8db8ed6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3a620643303f75efaf73dccfffae367274b86c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6514, "bytes_utf8": 6514, "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": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13933, "cached_input_tokens": 12032, "output_tokens": 258, "reasoning_output_tokens": 132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..246b81223e12c482644f6bef2c10679a6ab4eafd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/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_b9b41846a8db8ed6", + "api_calls": 0, + "input_tokens": 13933, + "cached_input_tokens": 12032, + "output_tokens": 258, + "total_tokens": 14191, + "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": 10481.34, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/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_b9b41846a8db8ed6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..814c8644b5828c51a9698b00dcfaf274835b4b31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/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": "2026-05-19T15:34:59.821116+00:00", + "ended_at": "2026-05-19T15:35:10.302488+00:00", + "elapsed_ms": 10481.34, + "prompt_metrics": { + "chars": 6514, + "bytes_utf8": 6514, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 840, + "bytes_utf8": 840, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13933, + "cached_input_tokens": 12032, + "output_tokens": 258, + "reasoning_output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ace952c10ea4133d5aecb72542def767ba85d6b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/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=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "critical", + "positive_value": "convenient", + "negative_value": "critical", + "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 {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_b9b41846a8db8ed6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..049b3e90ab110522659ebc1c8043087874222065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-44fa-7de1-b7ae-be1584cde2d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"housing\\\". Because the grouped column and condition column are the same, the result will be 1.0 for housing='critical' and 0.0 for other housing groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13933,"cached_input_tokens":12032,"output_tokens":258,"reasoning_output_tokens":132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42e12b71be3a19307d4c12edb9f3a7619eed9847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"housing\". Because the grouped column and condition column are the same, the result will be 1.0 for housing='critical' and 0.0 for other housing groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_b9b41846a8db8ed6/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ba06a3669a7dfda760e2886299bcd3a64db8a43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"has_nurs": "critical", "health": "not_recom", "support": 864}, {"has_nurs": "critical", "health": "priority", "support": 864}, {"has_nurs": "critical", "health": "recommended", "support": 864}, {"has_nurs": "improper", "health": "not_recom", "support": 864}, {"has_nurs": "improper", "health": "priority", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..098f115a29a597806ba2f43732b4fc3dc45e86c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_ba9f0f06191abe2d +-- problem_id: v2p_c7_a7064135b9bb7819 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs", "health" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6841124f62f80fdfa934c9e60e0e9438f073b76e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"has_nurs\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"health\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"has_nurs\", \"health\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"health\": \"not_recom\", \"support\": 864}, {\"has_nurs\": \"critical\", \"health\": \"priority\", \"support\": 864}, {\"has_nurs\": \"critical\", \"health\": \"recommended\", \"support\": 864}, {\"has_nurs\": \"improper\", \"health\": \"not_recom\", \"support\": 864}, {\"has_nurs\": \"improper\", \"health\": \"priority\", \"support\": 864}, {\"has_nurs\": \"improper\", \"health\": \"recommended\", \"support\": 864}, {\"has_nurs\": \"less_proper\", \"health\": \"not_recom\", \"support\": 864}, {\"has_nurs\": \"less_proper\", \"health\": \"priority\", \"support\": 864}, {\"has_nurs\": \"less_proper\", \"health\": \"recommended\", \"support\": 864}, {\"has_nurs\": \"proper\", \"health\": \"not_recom\", \"support\": 864}, {\"has_nurs\": \"proper\", \"health\": \"priority\", \"support\": 864}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f53d312b56f35fcad2064dbeebcf72577c9504e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:53:59.388918+00:00", + "ended_at": "2026-05-19T15:54:07.215844+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ba9f0f06191abe2d", + "problem_id": "v2p_c7_a7064135b9bb7819", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ba9f0f06191abe2d.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..078b296f0b48e2baa72a4203fc1e956ff0e2a750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:07.200574+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7808.72, "started_at": "2026-05-19T15:53:59.390987+00:00", "ended_at": "2026-05-19T15:54:07.199750+00:00", "prompt_metrics": {"chars": 6351, "bytes_utf8": 6351, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ef2ea5b1b650c3a8bd3a0361dc0a52b3df0b215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ba9f0f06191abe2d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_bb9ed467963bb03e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7edac6d12e8e15a1aa456286adb47ee9dfa421cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6415, "bytes_utf8": 6415, "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": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12672, "output_tokens": 377, "reasoning_output_tokens": 270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fd704e4c298c753713e819864def13f8765cc0de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/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_bb9ed467963bb03e", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14325, + "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": 11836.51, + "sql_execution_elapsed_ms_total": 6.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/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_bb9ed467963bb03e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..036d33b11d086fc50bcfa787c6bd76a13614af8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/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": "2026-05-19T15:42:27.701275+00:00", + "ended_at": "2026-05-19T15:42:39.537809+00:00", + "elapsed_ms": 11836.51, + "prompt_metrics": { + "chars": 6415, + "bytes_utf8": 6415, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13948, + "cached_input_tokens": 12672, + "output_tokens": 377, + "reasoning_output_tokens": 270 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_bb9ed467963bb03e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..336f3cacff7791aaed48f6d2ba853cac617d2473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/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=finance.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "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\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_bb9ed467963bb03e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb5727f7869592a5d4d2f8e8c141ae32175aa496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-1a9d-79f0-9ad8-01079599e840"} +{"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 11;\",\"notes\":\"Uses the requested Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12672,"output_tokens":377,"reasoning_output_tokens":270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eabb90ddb684747ba2450d24cd6884aa225c3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/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 11;","notes":"Uses the requested Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"finance\", 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_bb9ed467963bb03e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bb9ed467963bb03e/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54eb58b9168ac11c781da06d01507283d24e1eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance. +Result preview: [{"finance": "convenient", "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_bc0d6b35d60391f8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70f9adee78fd02bd83f0eb8ff3e33ef867f4184e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_bc0d6b35d60391f8 +-- problem_id: v2p_c7_d8f95a1c5bf072f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS "distinct_entities" +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..742f1789738969e8c5f492380ddb23c583b2d150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0cbfd92a8b8a259629a1fd0c14546ecd71728cb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:56:54.986845+00:00", + "ended_at": "2026-05-19T15:57:05.374513+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bc0d6b35d60391f8", + "problem_id": "v2p_c7_d8f95a1c5bf072f2", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_bc0d6b35d60391f8.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc666668c0ae1c20c09e11946610466fe5770b1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:05.370884+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10379.84, "started_at": "2026-05-19T15:56:54.990193+00:00", "ended_at": "2026-05-19T15:57:05.370075+00:00", "prompt_metrics": {"chars": 6585, "bytes_utf8": 6585, "lines": 208, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72afa29095c5f81d58409d397d3d298aa8c0da32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bc0d6b35d60391f8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_bcd2dbbd8812e996/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c94827f6dfec7e15bb8b81a3d1d346ad75cda7c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6591, "bytes_utf8": 6591, "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": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 256, "reasoning_output_tokens": 121}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1228370179aa17bbc1e3d64adeda2798ba2f5220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/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_bcd2dbbd8812e996", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 256, + "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": 7447.68, + "sql_execution_elapsed_ms_total": 8.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/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_bcd2dbbd8812e996/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cc7757ff2582990fea91911adc92b6a003dfba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/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": "2026-05-19T15:43:14.661484+00:00", + "ended_at": "2026-05-19T15:43:22.109193+00:00", + "elapsed_ms": 7447.68, + "prompt_metrics": { + "chars": 6591, + "bytes_utf8": 6591, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 256, + "reasoning_output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_bcd2dbbd8812e996/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63dbac8f6c65e543aee32587d75761f951fce13b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/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": "recommend", + "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\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_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7fe89a2964ae22e1421821aa37c82764c5deb8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-d1d7-76f3-a4ff-14546c5e4bee"} +{"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\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", 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":256,"reasoning_output_tokens":121}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..002989cb26aece264f8c500ca33e0fc6b9bc7f8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/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\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"children\", 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_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_bcd2dbbd8812e996/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bdd575cf0901416039346c3626d2bc5eb1c22ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"social": "problematic", "condition_ratio": 0.0}, {"social": "nonprob", "condition_ratio": null}, {"social": "slightly_prob", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38efe58aa6d554178553403d9914a11eee992b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_be91c41cecc83be1 +-- problem_id: v2p_c7_b35601fa50b023ea +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "social", + SUM(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "social" +) +SELECT "social", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..361c9fd114902ce1d9ee7c2b9efddca164b28729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"condition_ratio\"], \"rows\": [{\"social\": \"problematic\", \"condition_ratio\": 0.0}, {\"social\": \"nonprob\", \"condition_ratio\": null}, {\"social\": \"slightly_prob\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..409e6b00089f704aa58393465b4b3dc30458fcdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:36:52.610227+00:00", + "ended_at": "2026-05-19T15:37:03.207828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_be91c41cecc83be1", + "problem_id": "v2p_c7_b35601fa50b023ea", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_be91c41cecc83be1.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39512bb85f0a08617d1e7efcccd6740d192f2c16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:03.199507+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10586.48, "started_at": "2026-05-19T15:36:52.611833+00:00", "ended_at": "2026-05-19T15:37:03.198340+00:00", "prompt_metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b128ffbbd7a672042446fda195a80922a6c9900e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_be91c41cecc83be1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_c32c008a4692432c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf039108c6b35c98e98ed37194f933a9bb84455b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "not_recom", "condition_rate": 1.0}, {"class": "very_recom", "condition_rate": 0.0}, {"class": "spec_prior", "condition_rate": 0.0}, {"class": "recommend", "condition_rate": 0.0}, {"class": "priority", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..556fcadf2af9761dde776d6bad50f2533b55c369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_c32c008a4692432c +-- problem_id: v2p_c7_5be0fbbff70dfef1 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c7" +GROUP BY "class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9541b2e2f0724c19ddaf1a66b4cc84698d690a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"not_recom\", \"condition_rate\": 1.0}, {\"class\": \"very_recom\", \"condition_rate\": 0.0}, {\"class\": \"spec_prior\", \"condition_rate\": 0.0}, {\"class\": \"recommend\", \"condition_rate\": 0.0}, {\"class\": \"priority\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a570279eb72b0b0a973d4194898bd22245d17859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:33:06.343646+00:00", + "ended_at": "2026-05-19T15:33:17.971286+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c32c008a4692432c", + "problem_id": "v2p_c7_5be0fbbff70dfef1", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_c32c008a4692432c.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b799c10e043196c8cf3b56ae16ce9b03ec255e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:17.962741+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11616.33, "started_at": "2026-05-19T15:33:06.345009+00:00", "ended_at": "2026-05-19T15:33:17.961378+00:00", "prompt_metrics": {"chars": 6513, "bytes_utf8": 6513, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ba6b22944319bb7292713ae7c37c8cfa04b0c77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c32c008a4692432c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_c3d60ca1c0d62943/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cb43ed88642f42b109a7d9583c1caa4cb754ada --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6509, "bytes_utf8": 6509, "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": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13932, "cached_input_tokens": 12032, "output_tokens": 389, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9972148236cd6966a97ec77a40fee1af7d6ebf83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/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_c3d60ca1c0d62943", + "api_calls": 0, + "input_tokens": 13932, + "cached_input_tokens": 12032, + "output_tokens": 389, + "total_tokens": 14321, + "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": 9545.49, + "sql_execution_elapsed_ms_total": 10.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/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_c3d60ca1c0d62943/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a615672d59e81a971f2edc1e6e2e24b034f4efe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/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": "2026-05-19T15:33:17.973193+00:00", + "ended_at": "2026-05-19T15:33:27.518715+00:00", + "elapsed_ms": 9545.49, + "prompt_metrics": { + "chars": 6509, + "bytes_utf8": 6509, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 903, + "bytes_utf8": 903, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 548, + "bytes_utf8": 548, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13932, + "cached_input_tokens": 12032, + "output_tokens": 389, + "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_c3d60ca1c0d62943/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30fb55c223458dce1705f37f14a988debdc70672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/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=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "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},\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_c3d60ca1c0d62943/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..706987baf12eed011730bde1874fd0480abb11f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-b715-78b3-92ec-d076cb006196"} +{"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\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"class\\\" and condition_value set to 'priority'. Because the grouping column and condition column are the same, the result is structurally tautological: the \\\"priority\\\" group gets 1.0 and all other class groups get 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13932,"cached_input_tokens":12032,"output_tokens":389,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5803d6c7fbd3f1469afe27e1ed1134fc22fd12b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \"class\" and condition_value set to 'priority'. Because the grouping column and condition column are the same, the result is structurally tautological: the \"priority\" group gets 1.0 and all other class groups get 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c3d60ca1c0d62943/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_c40438ab213bd97f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a60ca7bd18ae07d3f91cc506007510775206d98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6539, "bytes_utf8": 6539, "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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13971, "cached_input_tokens": 12032, "output_tokens": 645, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ebee4fd935045c48aeb7745ad0499eaed21c1789 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/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_c40438ab213bd97f", + "api_calls": 0, + "input_tokens": 13971, + "cached_input_tokens": 12032, + "output_tokens": 645, + "total_tokens": 14616, + "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": 13071.15, + "sql_execution_elapsed_ms_total": 12.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/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_c40438ab213bd97f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1400bd3e9049e842947e699ddcc8b572aaae7fa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/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": "2026-05-19T15:50:30.214908+00:00", + "ended_at": "2026-05-19T15:50:43.286093+00:00", + "elapsed_ms": 13071.15, + "prompt_metrics": { + "chars": 6539, + "bytes_utf8": 6539, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 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": 13971, + "cached_input_tokens": 12032, + "output_tokens": 645, + "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_c40438ab213bd97f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7263c605a84487f2035931e3b35f2326a4baee04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/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=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": 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 {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_c40438ab213bd97f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f9c3a47c463351704dee0058e35358d715aec54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-7753-7883-acf5-a69af948e3dd"} +{"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\\nLIMIT 10;\",\"notes\":\"Applies the Two-Axis Target Rate Surface template on \\\"social\\\" and \\\"health\\\", measuring the rate of rows where \\\"class\\\" = 'not_recom', ranked from highest to lowest target rate.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13971,"cached_input_tokens":12032,"output_tokens":645,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6365721fb700c7a72578f5c611ac10c0fbb4e00f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/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\nLIMIT 10;","notes":"Applies the Two-Axis Target Rate Surface template on \"social\" and \"health\", measuring the rate of rows where \"class\" = 'not_recom', ranked from highest to lowest target rate."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c40438ab213bd97f/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1463051156b4a9f65b5fee885016f5348eab264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:55:51.428952+00:00", + "ended_at": "2026-05-19T15:55:58.728578+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c47a8067560eb7b5", + "problem_id": "v2p_c7_34cd184ecfdae449", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4a66342eef445e66fd6d0ab6926f018e093ad2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:54.447611+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3015.19, "started_at": "2026-05-19T15:55:51.431715+00:00", "ended_at": "2026-05-19T15:55:54.446939+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-5e14-7762-93ee-c849781da1d6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:58.728489+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3278.73, "started_at": "2026-05-19T15:55:55.449003+00:00", "ended_at": "2026-05-19T15:55:58.727777+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-6dce-7151-acf1-6fcdf1901b31\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..536c387bc22c7597c0bfe859fcee0fc7ba5c27a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6582, "bytes_utf8": 6582, "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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13950, "cached_input_tokens": 12672, "output_tokens": 319, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1209455de5cea24dda9e085a1043f4e171d23c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/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_c5acb6c1663406e0", + "api_calls": 0, + "input_tokens": 13950, + "cached_input_tokens": 12672, + "output_tokens": 319, + "total_tokens": 14269, + "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": 8108.33, + "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_c5acb6c1663406e0/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_c5acb6c1663406e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5499c0941b3507ccc834df1bd68216c090b5f3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/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": "2026-05-19T15:55:43.310352+00:00", + "ended_at": "2026-05-19T15:55:51.418719+00:00", + "elapsed_ms": 8108.33, + "prompt_metrics": { + "chars": 6582, + "bytes_utf8": 6582, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 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": 13950, + "cached_input_tokens": 12672, + "output_tokens": 319, + "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_c5acb6c1663406e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2644a5d94bceb972bb8d41bc1c9fc0c38c0b09a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/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=parents.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "parents", + "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}, 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_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fbbcf690fee11a8d23897101284f47e2e0dd21e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-3e4f-72d3-a153-4c5165fb59a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the bound template exactly with \\\"parents\\\" as group, entity, and predicate column on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13950,"cached_input_tokens":12672,"output_tokens":319,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc63411d585ace0d9d5b406acd8aaefe3e016600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the bound template exactly with \"parents\" as group, entity, and predicate column 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_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_c5acb6c1663406e0/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_cc9bfdec927b6a81/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfbdb677cdc8bf34492a76d1005b71b0ab937414 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6509, "bytes_utf8": 6509, "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": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13933, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..402ad6cab9009ece8b329ae75eb97f39b4b07041 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/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_cc9bfdec927b6a81", + "api_calls": 0, + "input_tokens": 13933, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 14251, + "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": 25357.37, + "sql_execution_elapsed_ms_total": 4.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/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_cc9bfdec927b6a81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..282184861e6e0edc42091b9638c1afb2cce88e51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/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": "2026-05-19T15:32:40.978586+00:00", + "ended_at": "2026-05-19T15:33:06.336035+00:00", + "elapsed_ms": 25357.37, + "prompt_metrics": { + "chars": 6509, + "bytes_utf8": 6509, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2245, + "bytes_utf8": 2245, + "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": 564, + "bytes_utf8": 564, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13933, + "cached_input_tokens": 12032, + "output_tokens": 318, + "reasoning_output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_cc9bfdec927b6a81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..686abab2115fd60133f72fbf2f47697ba5be71bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/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=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "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},\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_cc9bfdec927b6a81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..627740190c281accaf40119e357f5b06ffa55946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40de-2696-7de3-a0ee-bcd39dc41221"} +{"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 1987061, Requested 14568. Please try again in 48ms. 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 1987668, Requested 14568. Please try again in 67ms. 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 \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"health\\\" and condition_value bound to 'priority'. Because the grouping column and condition column are the same, the result is a deterministic within-group proportion: 1.0 for the 'priority' group and 0.0 for all other health groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13933,"cached_input_tokens":12032,"output_tokens":318,"reasoning_output_tokens":178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67343ad711eeabc55f594a177a214e675f129c5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col and condition_col both bound to \"health\" and condition_value bound to 'priority'. Because the grouping column and condition column are the same, the result is a deterministic within-group proportion: 1.0 for the 'priority' group and 0.0 for all other health groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cc9bfdec927b6a81/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_cd8dd5c96c48db16/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ac850fa3b0b9a212b65e23d3392b57bfc875fb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7079, "bytes_utf8": 7079, "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": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14082, "cached_input_tokens": 12032, "output_tokens": 515, "reasoning_output_tokens": 329}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbf4c38f0499c9dbd156dfe542c04db9994c7e8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/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_cd8dd5c96c48db16", + "api_calls": 0, + "input_tokens": 14082, + "cached_input_tokens": 12032, + "output_tokens": 515, + "total_tokens": 14597, + "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": 11505.48, + "sql_execution_elapsed_ms_total": 5.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/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_cd8dd5c96c48db16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5f1560e6c1a123e6fa3d059faf8947e1c1ade63b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/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": "2026-05-19T15:36:20.771556+00:00", + "ended_at": "2026-05-19T15:36:32.277073+00:00", + "elapsed_ms": 11505.48, + "prompt_metrics": { + "chars": 7079, + "bytes_utf8": 7079, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1086, + "bytes_utf8": 1086, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14082, + "cached_input_tokens": 12032, + "output_tokens": 515, + "reasoning_output_tokens": 329 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_cd8dd5c96c48db16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0a8eff3137d82107f49151fae3184edfaf0e744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/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=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "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": "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_cd8dd5c96c48db16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68257a293fe44bd925de8d1a6c92e0d5960bd0d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-8133-7822-a8f7-f4b457964dc4"} +{"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\\n \\\"housing\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"housing\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\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 group_col=\\\"housing\\\" and condition_col=\\\"housing\\\". Because the grouping and condition columns are the same, groups without any 'critical' rows will yield NULL ratios via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14082,"cached_input_tokens":12032,"output_tokens":515,"reasoning_output_tokens":329}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63178ee600c2c3568d6a5143e004440ddc94ce27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"housing\",\n SUM(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"housing\"\n)\nSELECT\n \"housing\",\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 group_col=\"housing\" and condition_col=\"housing\". Because the grouping and condition columns are the same, groups without any 'critical' rows will yield NULL ratios via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cd8dd5c96c48db16/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_cf8dd68329665cc9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f004eaee56ffdab0d8a6fda90bd4034d50139953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6514, "bytes_utf8": 6514, "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": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13934, "cached_input_tokens": 12032, "output_tokens": 337, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..498aacf3733515982e12ad401c130c060195dab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/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_cf8dd68329665cc9", + "api_calls": 0, + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 337, + "total_tokens": 14271, + "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": 8926.1, + "sql_execution_elapsed_ms_total": 4.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/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_cf8dd68329665cc9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f48d85b88a62f1a58656dd5ac92fa17ee8f3dfe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/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": "2026-05-19T15:35:24.454030+00:00", + "ended_at": "2026-05-19T15:35:33.380161+00:00", + "elapsed_ms": 8926.1, + "prompt_metrics": { + "chars": 6514, + "bytes_utf8": 6514, + "lines": 207, + "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": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13934, + "cached_input_tokens": 12032, + "output_tokens": 337, + "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_cf8dd68329665cc9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f7775250061b592a0eca47826e2aa5c7fb79e2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/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=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "inconv", + "positive_value": "convenient", + "negative_value": "inconv", + "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},\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_cf8dd68329665cc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..145694ac6d4b64f95baeb3e8fb71b613e24c4096 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-a531-7111-99bd-33ef8ba7a579"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with \\\"finance\\\" as both the grouping column and condition column, using 'inconv' as the condition value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13934,"cached_input_tokens":12032,"output_tokens":337,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f8350b6f60586013ffbd79c77008b255c0e6c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with \"finance\" as both the grouping column and condition column, using 'inconv' as the condition value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_cf8dd68329665cc9/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_d018cdc48837f6dc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1dc4581bd764592f5ea19e5c92424b642fdb7ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6157, "bytes_utf8": 6157, "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": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13844, "cached_input_tokens": 12032, "output_tokens": 259, "reasoning_output_tokens": 182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0cd1fd2270267396fcf817bc42ef616d33d7761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/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_d018cdc48837f6dc", + "api_calls": 0, + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 259, + "total_tokens": 14103, + "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": 7528.0, + "sql_execution_elapsed_ms_total": 14.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/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_d018cdc48837f6dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df6376491ec6fead8c62e02eb797f50468b0972b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/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": "2026-05-19T15:30:38.533584+00:00", + "ended_at": "2026-05-19T15:30:46.061638+00:00", + "elapsed_ms": 7528.0, + "prompt_metrics": { + "chars": 6157, + "bytes_utf8": 6157, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 625, + "bytes_utf8": 625, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13844, + "cached_input_tokens": 12032, + "output_tokens": 259, + "reasoning_output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d018cdc48837f6dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90ad1fc3c3c15a1933898297ec9a5950065d7ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/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=social.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "social", + "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}, 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_d018cdc48837f6dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d60353eb9a17b094e43cb06f106eda19354302c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-4864-78f1-ba08-27e79d873342"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"social\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the grouped-count template with group_col bound to \\\"social\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13844,"cached_input_tokens":12032,"output_tokens":259,"reasoning_output_tokens":182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2200dad7c082004c091874ddb9570606d0773f80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"social\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY \"row_count\" DESC;","notes":"Uses the grouped-count template with group_col bound to \"social\" 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_d018cdc48837f6dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d018cdc48837f6dc/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_d0473fcb044539b2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12c39630489cabcbe455af83d5d669a1f93fc75e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7064, "bytes_utf8": 7064, "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": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14076, "cached_input_tokens": 12032, "output_tokens": 359, "reasoning_output_tokens": 169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38ae9791680cfb9b91cc9974bb25bf97b872cdd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/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_d0473fcb044539b2", + "api_calls": 0, + "input_tokens": 14076, + "cached_input_tokens": 12032, + "output_tokens": 359, + "total_tokens": 14435, + "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": 9274.23, + "sql_execution_elapsed_ms_total": 11.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/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_d0473fcb044539b2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff57bc65ad8b9bca1b1e2c65f37551499ffe0371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/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": "2026-05-19T15:35:58.633325+00:00", + "ended_at": "2026-05-19T15:36:07.907594+00:00", + "elapsed_ms": 9274.23, + "prompt_metrics": { + "chars": 7064, + "bytes_utf8": 7064, + "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": 737, + "bytes_utf8": 737, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14076, + "cached_input_tokens": 12032, + "output_tokens": 359, + "reasoning_output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d0473fcb044539b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..347183a619ee393cb7daf87a64e538bfd71928da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/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=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "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": "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_d0473fcb044539b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..382d6c60c17e6ac64917c1207a0360a4adad9dae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-2ab9-7741-baab-a44b03a8e03a"} +{"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 \\\"form\\\",\\n SUM(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"form\\\"\\n)\\nSELECT \\\"form\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template exactly with group_col=\\\"form\\\" and condition_col=\\\"form\\\". Because the negative_value is 'completed' while sample values show 'complete', denominator_count may be 0 for groups, yielding NULL ratios via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14076,"cached_input_tokens":12032,"output_tokens":359,"reasoning_output_tokens":169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4efa1c7bae59985c78c0d1ff7e2c06c63ab2c430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"form\",\n SUM(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"form\"\n)\nSELECT \"form\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped-ratio template exactly with group_col=\"form\" and condition_col=\"form\". Because the negative_value is 'completed' while sample values show 'complete', denominator_count may be 0 for groups, yielding NULL ratios via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d0473fcb044539b2/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_d067de2fe1b4deee/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29501a3c16e946767a10c76f61325d65879adf1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "great_pret", "children": "1", "support": 1080}, {"parents": "great_pret", "children": "2", "support": 1080}, {"parents": "great_pret", "children": "3", "support": 1080}, {"parents": "great_pret", "children": "more", "support": 1080}, {"parents": "pretentious", "children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb5ff07fda7caad9cbfdde7ece6339ba1b72d71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_d067de2fe1b4deee +-- problem_id: v2p_c7_1f22148952bcfde6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5beac70312b426178dd715b4309fb86e3b88b261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"children\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"more\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb8d0f8a66defd734a30cefe290f69a42a548c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:42:09.462633+00:00", + "ended_at": "2026-05-19T15:42:19.448761+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d067de2fe1b4deee", + "problem_id": "v2p_c7_1f22148952bcfde6", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_d067de2fe1b4deee.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..428c636956a12baad4a726c870b75c3b9ee40d1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:19.429762+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9963.91, "started_at": "2026-05-19T15:42:09.464288+00:00", "ended_at": "2026-05-19T15:42:19.428234+00:00", "prompt_metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..beb5a966ea2aa7eb3dafa59403963353febdf6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d067de2fe1b4deee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_d08e7184787b1c32/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b12e6a81e86fcf89626af2849fb6d51ab3862a2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/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": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13960, "cached_input_tokens": 12672, "output_tokens": 324, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e69db443196ced1b28b6a58f81e4f91560c05939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/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_d08e7184787b1c32", + "api_calls": 0, + "input_tokens": 13960, + "cached_input_tokens": 12672, + "output_tokens": 324, + "total_tokens": 14284, + "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": 10679.37, + "sql_execution_elapsed_ms_total": 3.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/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_d08e7184787b1c32/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..385a4640234f68807f603aa7a7075cc28e86981d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/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": "2026-05-19T15:38:07.068457+00:00", + "ended_at": "2026-05-19T15:38:17.747852+00:00", + "elapsed_ms": 10679.37, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "lines": 208, + "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": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13960, + "cached_input_tokens": 12672, + "output_tokens": 324, + "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_d08e7184787b1c32/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b7c0c8ed5ecd8b49c37ec15e458c92934f4503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/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=children.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "form", + "group_col_2": "children", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "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}, {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_d08e7184787b1c32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0528960bce360d91ff0008cbb7af949f3f5b910f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-207f-7f51-bd49-f785a6c8ee3f"} +{"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\\\", \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"form\\\", \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template using form and children, with rows restricted to social = 'nonprob'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13960,"cached_input_tokens":12672,"output_tokens":324,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c046ea38106b60496fb625c178dd0d261c6509ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\", \"children\"\nORDER BY row_count DESC;","notes":"Applied the filtered two-dimensional group count template using form and children, with rows restricted to social = 'nonprob'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d08e7184787b1c32/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_d103eb0d6000d861/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24da1924beaca9cdf1ea380b7a07e035a63b1593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6552, "bytes_utf8": 6552, "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": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13971, "cached_input_tokens": 12672, "output_tokens": 522, "reasoning_output_tokens": 399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c300785f7aa608b15e4eefe8598dc0290afd955 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/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_d103eb0d6000d861", + "api_calls": 0, + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 522, + "total_tokens": 14493, + "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": 18448.9, + "sql_execution_elapsed_ms_total": 9.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/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_d103eb0d6000d861/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ae25897632a5500e665130d159cb7d2aa2d9459 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/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": "2026-05-19T15:48:50.724431+00:00", + "ended_at": "2026-05-19T15:49:09.173363+00:00", + "elapsed_ms": 18448.9, + "prompt_metrics": { + "chars": 6552, + "bytes_utf8": 6552, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1463, + "bytes_utf8": 1463, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13971, + "cached_input_tokens": 12672, + "output_tokens": 522, + "reasoning_output_tokens": 399 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d103eb0d6000d861/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bb29bc41dc11d14d79176322824dcefa0240a1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/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=housing, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "target_col": "class", + "target_value": "not_recom", + "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}, {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_d103eb0d6000d861/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f87d37755796aa9fc35710194546044e3a6329a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ec-f2bc-7373-a070-93a740888eee"} +{"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 1987833, Requested 14606. Please try again in 73ms. 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 14606. 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_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applies the planned Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"health\\\", and target_col=\\\"class\\\" for target_value='not_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13971,"cached_input_tokens":12672,"output_tokens":522,"reasoning_output_tokens":399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e067985ad2ad9c86e04a5c205b471c76f7a44fa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"health\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Applies the planned Two-Axis Target Rate Surface template with group_col=\"housing\", group_col_2=\"health\", and target_col=\"class\" for target_value='not_recom'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d103eb0d6000d861/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_d52ef0dacccc00da/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bab916d85ed143632ff163886078df93f617ffa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"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": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13948, "cached_input_tokens": 12032, "output_tokens": 470, "reasoning_output_tokens": 345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b35a68611371169a02354c8919196876151c561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/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_d52ef0dacccc00da", + "api_calls": 0, + "input_tokens": 13948, + "cached_input_tokens": 12032, + "output_tokens": 470, + "total_tokens": 14418, + "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": 13474.8, + "sql_execution_elapsed_ms_total": 1.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/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_d52ef0dacccc00da/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abb6bce5a241d6777742c86a46cd7da0b8bd3375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/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": "2026-05-19T15:56:41.506888+00:00", + "ended_at": "2026-05-19T15:56:54.981708+00:00", + "elapsed_ms": 13474.8, + "prompt_metrics": { + "chars": 6580, + "bytes_utf8": 6580, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 904, + "bytes_utf8": 904, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 532, + "bytes_utf8": 532, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13948, + "cached_input_tokens": 12032, + "output_tokens": 470, + "reasoning_output_tokens": 345 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d52ef0dacccc00da/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fbe510b5ebb2c30c938f24c55c69ac8a4cfa3d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/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=housing.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "entity_col": "housing", + "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(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_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..711d02ca85754208a4b3e337f609232e6dc97942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-2199-7c03-b282-97a9eef9a02c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the required template with group_col=\\\"housing\\\", entity_col=\\\"housing\\\", and predicate \\\"housing\\\" = 'critical'. Because the grouping and distinct entity columns are the same, this measures distinct housing values within the filtered housing='critical' subset.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13948,"cached_input_tokens":12032,"output_tokens":470,"reasoning_output_tokens":345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e81680ca334904c74023755c2e4ea2c7a9208a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;","notes":"Applied the required template with group_col=\"housing\", entity_col=\"housing\", and predicate \"housing\" = 'critical'. Because the grouping and distinct entity columns are the same, this measures distinct housing values within the filtered housing='critical' subset."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d52ef0dacccc00da/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_d5c73a51de64faca/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a380db3e45a53a80033b1715fd8e72a610952d03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6435, "bytes_utf8": 6435, "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": 6435, "bytes_utf8": 6435, "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": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13917, "cached_input_tokens": 12672, "output_tokens": 516, "reasoning_output_tokens": 411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05426a5d97d2e7caad55810a0c8faeb65e1f560e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/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_d5c73a51de64faca", + "api_calls": 0, + "input_tokens": 13917, + "cached_input_tokens": 12672, + "output_tokens": 516, + "total_tokens": 14433, + "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": 14624.28, + "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_d5c73a51de64faca/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_d5c73a51de64faca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46b3fdbbc69ad4ac946999a8e81816f14aebde43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:44.868952+00:00", + "ended_at": "2026-05-19T15:52:47.500460+00:00", + "elapsed_ms": 2631.48, + "returncode": 1, + "prompt_metrics": { + "chars": 6435, + "bytes_utf8": 6435, + "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_d5c73a51de64faca/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19ffea5e70da31832ba29564d01ed63c95e99074 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/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": "2026-05-19T15:52:48.503421+00:00", + "ended_at": "2026-05-19T15:53:00.496274+00:00", + "elapsed_ms": 11992.8, + "prompt_metrics": { + "chars": 6435, + "bytes_utf8": 6435, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 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": 13917, + "cached_input_tokens": 12672, + "output_tokens": 516, + "reasoning_output_tokens": 411 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_d5c73a51de64faca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c26193085551f5f2650e1e9caeb5c0dfd7af91b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/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=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_d5c73a51de64faca/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c26193085551f5f2650e1e9caeb5c0dfd7af91b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/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 count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_d5c73a51de64faca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c31d23fe712247ac4c0c10c6b631e460e7a20b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-8564-7532-b0cf-3b801d868fd3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d5c73a51de64faca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb0800fd851c3ad21675403a35e5bb45955dcb5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-8564-7532-b0cf-3b801d868fd3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d5c73a51de64faca/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca28c5433c8ceb6006c4f0de607c5d2d5933e19b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-93a7-77c2-b498-287429ae9475"} +{"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 \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with \\\"social\\\" as both the grouping and predicate column, filtered to 'nonprob', and limited to 14 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13917,"cached_input_tokens":12672,"output_tokens":516,"reasoning_output_tokens":411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7492c28450a77c9b2aaa727d2b3f68466f6c2f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS \"support\"\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY \"support\" DESC\nLIMIT 14;","notes":"Applied the provided Filtered Top-k Group Count template with \"social\" as both the grouping and predicate column, filtered to 'nonprob', and limited to 14 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/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_d5c73a51de64faca/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d5c73a51de64faca/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_d818406ad83d11d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b52b2089a655a863a27d5cc88ff49321891e2527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/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=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "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 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_d818406ad83d11d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58e47556bbbbdb56c85d7586016a9f0723953b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-eee0-7881-a0ef-b6deb4cc4836"} +{"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 \\\"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'.\"}"}} +{"type":"turn.completed","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/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d818406ad83d11d9/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_dbb07c47baf5d2c2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..491f4fc7f8f8bc9704f2b0db4633d464442a7780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6437, "bytes_utf8": 6437, "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": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13918, "cached_input_tokens": 12032, "output_tokens": 637, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8523c9a48d97ff9d211b9546ada4d4d35db1c4cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/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_dbb07c47baf5d2c2", + "api_calls": 0, + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 637, + "total_tokens": 14555, + "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": 16324.24, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/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_dbb07c47baf5d2c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..763fa3387727326df3ae79fbdcb940a993ee6122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/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": "2026-05-19T15:53:07.684038+00:00", + "ended_at": "2026-05-19T15:53:24.008320+00:00", + "elapsed_ms": 16324.24, + "prompt_metrics": { + "chars": 6437, + "bytes_utf8": 6437, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 467, + "bytes_utf8": 467, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13918, + "cached_input_tokens": 12032, + "output_tokens": 637, + "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_dbb07c47baf5d2c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39bfb97d9d993873b2a093452409e624b72575e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/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=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "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}, 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_dbb07c47baf5d2c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..faf5ed6a1d9d0906ef777fb7a6f9b9979e60a1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-de74-72a3-9bc1-35fe2d3a488f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col and predicate_col both bound to \\\"health\\\". Since the filter is \\\"health\\\" = 'priority' and the grouping column is also \\\"health\\\", the result will contain at most one group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13918,"cached_input_tokens":12032,"output_tokens":637,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e520b79f7e78155ee3576533c1743cf5ba78ce71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS \"support\"\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY \"support\" DESC\nLIMIT 10;","notes":"Uses the required Filtered Top-k Group Count template with group_col and predicate_col both bound to \"health\". Since the filter is \"health\" = 'priority' and the grouping column is also \"health\", the result will contain at most one group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_dbb07c47baf5d2c2/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_df8fcedfa16836b7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08c89a0b77d099375807651c4272f8ed55250d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "great_pret", "condition_rate": 1.0}, {"parents": "usual", "condition_rate": 0.0}, {"parents": "pretentious", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..535edc39de8c1ff9d62be0774df355a17192e66a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_df8fcedfa16836b7 +-- problem_id: v2p_c7_815b95a5de63bf6e +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f19ff437dbe1bc3fa23e61410141de30c7275cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"condition_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"condition_rate\": 1.0}, {\"parents\": \"usual\", \"condition_rate\": 0.0}, {\"parents\": \"pretentious\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..131abba69b680b0372e354037b8fe513570e8e56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:33:27.535292+00:00", + "ended_at": "2026-05-19T15:33:36.132743+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_df8fcedfa16836b7", + "problem_id": "v2p_c7_815b95a5de63bf6e", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_df8fcedfa16836b7.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0918807b6ae51f802ea5432bbf4143e37008423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:36.127603+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8589.04, "started_at": "2026-05-19T15:33:27.537775+00:00", "ended_at": "2026-05-19T15:33:36.126855+00:00", "prompt_metrics": {"chars": 6512, "bytes_utf8": 6512, "lines": 207, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e71042d8ba97bb98f791b3c359d6388b5b959b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_df8fcedfa16836b7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_e2867395bafd3c1c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ad2469644f3c0eed247e3d9f16e2976353d89ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"social": "problematic", "support": 4320, "focus_rate": 0.38055555555555554}, {"social": "nonprob", "support": 4320, "focus_rate": 0.2777777777777778}, {"social": "slightly_prob", "support": 4320, "focus_rate": 0.2777777777777778}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a27ea66be5803ebb022b7b02df7e970a7e0edbb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_e2867395bafd3c1c +-- problem_id: v2p_c7_83e316e3dc681dce +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3bbd0dd94ecc3c9a60743fd91336d6237eba3f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"social\", \"support\", \"focus_rate\"], \"rows\": [{\"social\": \"problematic\", \"support\": 4320, \"focus_rate\": 0.38055555555555554}, {\"social\": \"nonprob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}, {\"social\": \"slightly_prob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8184624e5050e8bb442acea878e7a80d5d379d4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:44:17.908115+00:00", + "ended_at": "2026-05-19T15:44:35.298626+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e2867395bafd3c1c", + "problem_id": "v2p_c7_83e316e3dc681dce", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_e2867395bafd3c1c.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..711dfaa48e620ea42240d981bf99cc4f050bc411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:35.281972+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17371.01, "started_at": "2026-05-19T15:44:17.909387+00:00", "ended_at": "2026-05-19T15:44:35.280431+00:00", "prompt_metrics": {"chars": 6586, "bytes_utf8": 6586, "lines": 205, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..166bbe3bb6f86ba843d56e73d28be02cb0431f0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_e3ac846e0cc1a747/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..575bbafe90161680d2beec0636c3f6fe22427374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/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": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13969, "cached_input_tokens": 12672, "output_tokens": 544, "reasoning_output_tokens": 399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00dfe95e7b27bb4601d5eaafb915f0f1deff9fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/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_e3ac846e0cc1a747", + "api_calls": 0, + "input_tokens": 13969, + "cached_input_tokens": 12672, + "output_tokens": 544, + "total_tokens": 14513, + "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": 11842.58, + "sql_execution_elapsed_ms_total": 13.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/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_e3ac846e0cc1a747/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..16fa04eaf59345bf90ccaf86358dcff48e70084b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/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": "2026-05-19T15:50:18.351919+00:00", + "ended_at": "2026-05-19T15:50:30.194540+00:00", + "elapsed_ms": 11842.58, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 905, + "bytes_utf8": 905, + "lines": 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": 13969, + "cached_input_tokens": 12672, + "output_tokens": 544, + "reasoning_output_tokens": 399 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_e3ac846e0cc1a747/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b47ecfc55a4e27064b6f117d042a70df2ae36fb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/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=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "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}, {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_e3ac846e0cc1a747/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c93c44f77677fbc1dafc8963973c4906ef17881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-4904-7af3-b059-c7315107a26c"} +{"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\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"finance\\\", group_col_2=\\\"class\\\", and target_col=\\\"class\\\". Because the query groups by \\\"class\\\" while also measuring whether \\\"class\\\" = 'recommend', each grouped cell's target_rate will be 1.0 for class='recommend' and 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13969,"cached_input_tokens":12672,"output_tokens":544,"reasoning_output_tokens":399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c10cd8f5313b58d960b5ce9f897bdd73d7bc3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"class\"\nORDER BY target_rate DESC;","notes":"Uses the requested template with group_col=\"finance\", group_col_2=\"class\", and target_col=\"class\". Because the query groups by \"class\" while also measuring whether \"class\" = 'recommend', each grouped cell's target_rate will be 1.0 for class='recommend' 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_e3ac846e0cc1a747/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e3ac846e0cc1a747/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_e460f5034c520613/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da9d1728382bcc07e317d31c2fafcfd7d3382ad5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6346, "bytes_utf8": 6346, "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": 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": 6346, "bytes_utf8": 6346, "lines": 204, "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": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13910, "cached_input_tokens": 12672, "output_tokens": 234, "reasoning_output_tokens": 139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ba471399ebe9276e704103e6ac66ada3d421b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/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_e460f5034c520613", + "api_calls": 0, + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 234, + "total_tokens": 14144, + "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": 10368.46, + "sql_execution_elapsed_ms_total": 9.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/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_e460f5034c520613/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53b5c2c7222957d5d793efd1010038baeed3257c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:25.982836+00:00", + "ended_at": "2026-05-19T15:54:28.800925+00:00", + "elapsed_ms": 2818.05, + "returncode": 1, + "prompt_metrics": { + "chars": 6346, + "bytes_utf8": 6346, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_e460f5034c520613/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2ebd42760078417648be70bfb9df37327a3d1a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/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": "2026-05-19T15:54:29.803280+00:00", + "ended_at": "2026-05-19T15:54:37.353748+00:00", + "elapsed_ms": 7550.41, + "prompt_metrics": { + "chars": 6346, + "bytes_utf8": 6346, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 695, + "bytes_utf8": 695, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 328, + "bytes_utf8": 328, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 234, + "reasoning_output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_e460f5034c520613/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a596fd8daedd34e61b3de6ea688976f094877a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/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=housing.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "form", + "group_col_2": "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}, {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_e460f5034c520613/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a596fd8daedd34e61b3de6ea688976f094877a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_prompt_attempt_2.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=housing.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "form", + "group_col_2": "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}, {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_e460f5034c520613/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4edeab57c58e9b6770805d6e1aa4ebcd09b31d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-1063-7620-9c11-c8926c32d18a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_e460f5034c520613/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e781bb64d3fb746738cc1bad8f8b929f5c2ace0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-1063-7620-9c11-c8926c32d18a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_e460f5034c520613/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51eda639bc213f119337352dd7bc0a149159179b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-1f3a-7b83-b89e-fa06b6763347"} +{"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\\\", \\\"housing\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\", \\\"housing\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the Two-Dimensional Top-k Count template with group_col=\\\"form\\\", group_col_2=\\\"housing\\\", and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13910,"cached_input_tokens":12672,"output_tokens":234,"reasoning_output_tokens":139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aff0d836094c2bd8ddfc41a9f71d4cf09d9e77ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"form\", \"housing\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"form\", \"housing\"\nORDER BY \"support\" DESC\nLIMIT 14;","notes":"Applied the Two-Dimensional Top-k Count template with group_col=\"form\", group_col_2=\"housing\", 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_e460f5034c520613/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/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_e460f5034c520613/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e460f5034c520613/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_e6cafbf070026bea/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0add204a9b00f20b62da41abd45c7333102aed4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6433, "bytes_utf8": 6433, "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": 6433, "bytes_utf8": 6433, "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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13916, "cached_input_tokens": 12672, "output_tokens": 227, "reasoning_output_tokens": 131}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8cbca31284472e9d28a367c9d95e045e9b5797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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_e6cafbf070026bea", + "api_calls": 0, + "input_tokens": 13916, + "cached_input_tokens": 12672, + "output_tokens": 227, + "total_tokens": 14143, + "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": 11925.96, + "sql_execution_elapsed_ms_total": 3.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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_e6cafbf070026bea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a26f51d339fd4bc6b486728009a1c7a5787cce44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:31.285270+00:00", + "ended_at": "2026-05-19T15:53:34.893006+00:00", + "elapsed_ms": 3607.7, + "returncode": 1, + "prompt_metrics": { + "chars": 6433, + "bytes_utf8": 6433, + "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_e6cafbf070026bea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97598d8c8c612ab4f76c6ca78110f76cc923d34a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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": "2026-05-19T15:53:35.894656+00:00", + "ended_at": "2026-05-19T15:53:44.212962+00:00", + "elapsed_ms": 8318.26, + "prompt_metrics": { + "chars": 6433, + "bytes_utf8": 6433, + "lines": 206, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13916, + "cached_input_tokens": 12672, + "output_tokens": 227, + "reasoning_output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_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_e6cafbf070026bea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..378afdb41a15d5697d2d8b07f410e2f979a5f77c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "priority", + "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 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_e6cafbf070026bea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..378afdb41a15d5697d2d8b07f410e2f979a5f77c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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 count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "priority", + "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 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_e6cafbf070026bea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4358646fabcbcedb42a624e3db851a9ad6ca449c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3aaf-7092-9826-b6e830441346"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_e6cafbf070026bea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87d3c3f6c58e1d456512cabd9e0c16a01d51c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3aaf-7092-9826-b6e830441346"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_e6cafbf070026bea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..767407cf2c2ebb1154ed9f82fde16c3bdd041ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-4cbb-7232-8041-d41e3f37e42a"} +{"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 \\\"class\\\" = 'priority'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"class\\\" and predicate_col=\\\"class\\\" fixed to the bound value 'priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13916,"cached_input_tokens":12672,"output_tokens":227,"reasoning_output_tokens":131}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3da1c5a49c4dce5813bef681c4a6b85a8699fc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'priority'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"class\" and predicate_col=\"class\" fixed to the bound value 'priority'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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_e6cafbf070026bea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_e6cafbf070026bea/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_eae4d3c9823e79fd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b388c97ef7b7b91e0485e62850870c0520241050 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e1316f8beec93d8dd4a852aa867e7df2ea73590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_eae4d3c9823e79fd +-- problem_id: v2p_c7_29c6998a02ffbc81 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY "support" ASC, "parents", "finance" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02037944529af996a142d5a7031a17ee0fd6421f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..744c5b65a3b38c2ef8e882dc28f03053a7a31d13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:42:39.547397+00:00", + "ended_at": "2026-05-19T15:42:47.877355+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_eae4d3c9823e79fd", + "problem_id": "v2p_c7_29c6998a02ffbc81", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_eae4d3c9823e79fd.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3529bba98c60f37f11273ca2ffb3aea5f0c4f2a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:47.858329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8307.63, "started_at": "2026-05-19T15:42:39.549118+00:00", "ended_at": "2026-05-19T15:42:47.856782+00:00", "prompt_metrics": {"chars": 6419, "bytes_utf8": 6419, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08df0bf1496764b82577112597b2f86288f15ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eae4d3c9823e79fd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_eb53c6adfdaec747/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc1915405e11b11392b10cf33942ed44f5da0143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6345, "bytes_utf8": 6345, "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": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13910, "cached_input_tokens": 12672, "output_tokens": 186, "reasoning_output_tokens": 95}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0acb894af12536393e4f9c434ee50aea22e086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/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_eb53c6adfdaec747", + "api_calls": 0, + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 186, + "total_tokens": 14096, + "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": 6155.23, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/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_eb53c6adfdaec747/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb0f323c2d1ba6254d0bb9385cbc1df16a5bced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/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": "2026-05-19T15:54:37.368579+00:00", + "ended_at": "2026-05-19T15:54:43.523844+00:00", + "elapsed_ms": 6155.23, + "prompt_metrics": { + "chars": 6345, + "bytes_utf8": 6345, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 678, + "bytes_utf8": 678, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 320, + "bytes_utf8": 320, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13910, + "cached_input_tokens": 12672, + "output_tokens": 186, + "reasoning_output_tokens": 95 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_eb53c6adfdaec747/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beb642a933a5f12310cb3bbb7032e0dfbf568f1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/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=finance.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "form", + "group_col_2": "finance", + "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 {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_eb53c6adfdaec747/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c795d4553da9a2578562e288f5d9d6c8875d715 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-3cda-7b51-b9e5-88e9b5cb1720"} +{"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\\\", \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\", \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the Two-Dimensional Top-k Count template with group_col=\\\"form\\\", group_col_2=\\\"finance\\\", and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13910,"cached_input_tokens":12672,"output_tokens":186,"reasoning_output_tokens":95}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f91a4d08a8adef12655a8f378bd3148f0a82aa79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"form\", \"finance\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\", \"finance\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the Two-Dimensional Top-k Count template with group_col=\"form\", group_col_2=\"finance\", 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_eb53c6adfdaec747/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/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_f04d4f3e41ed9f95/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca4a42052aee6c50737f1b918bf5370284ed500a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/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": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13986, "cached_input_tokens": 12672, "output_tokens": 353, "reasoning_output_tokens": 207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4323818141e28fabd8066448fa836e79f7fe6c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/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": "2026-05-19T15:44:43.430542+00:00", + "ended_at": "2026-05-19T15:44:52.148605+00:00", + "elapsed_ms": 8718.02, + "prompt_metrics": { + "chars": 6588, + "bytes_utf8": 6588, + "lines": 205, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 853, + "bytes_utf8": 853, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 478, + "bytes_utf8": 478, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13986, + "cached_input_tokens": 12672, + "output_tokens": 353, + "reasoning_output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c7328efad50b4bf31038f33cf4999a3057bd0d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"health\", 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_f0772f3c9882055d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db55987e5200ac29601e645bd1d2a1da224c9932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6350, "bytes_utf8": 6350, "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": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13915, "cached_input_tokens": 12672, "output_tokens": 360, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c1156ead4864f8b7c8c6220c73e7511aed057217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/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_f0772f3c9882055d", + "api_calls": 0, + "input_tokens": 13915, + "cached_input_tokens": 12672, + "output_tokens": 360, + "total_tokens": 14275, + "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": 8676.76, + "sql_execution_elapsed_ms_total": 7.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/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_f0772f3c9882055d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56e756f1103cad1f52066bb5a013120331cc463a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/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": "2026-05-19T15:54:07.220755+00:00", + "ended_at": "2026-05-19T15:54:15.897555+00:00", + "elapsed_ms": 8676.76, + "prompt_metrics": { + "chars": 6350, + "bytes_utf8": 6350, + "lines": 204, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 342, + "bytes_utf8": 342, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13915, + "cached_input_tokens": 12672, + "output_tokens": 360, + "reasoning_output_tokens": 258 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f0772f3c9882055d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7061ee71644d385e4dfb1103f3be98970806b998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/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=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_f0772f3c9882055d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57dc2f767c1cb573df04bdffb0f7685f747c3e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-c6fe-7ad0-a1a0-83e237658419"} +{"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\\\", \\\"class\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"class\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Two-Dimensional Top-k Count template with group_col=\\\"has_nurs\\\", group_col_2=\\\"class\\\", and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13915,"cached_input_tokens":12672,"output_tokens":360,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c7401d9c1796a042267ca1b7a9751608699cc9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"has_nurs\", \"class\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"class\"\nORDER BY \"support\" DESC\nLIMIT 12;","notes":"Applied the planned Two-Dimensional Top-k Count template with group_col=\"has_nurs\", group_col_2=\"class\", 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_f0772f3c9882055d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f0772f3c9882055d/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fa93af071e29a51099a10d61ed2cf62e8bc9b03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"has_nurs": "less_proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "improper", "support": 2592, "focus_rate": 0.3487654320987654}, {"has_nurs": "critical", "support": 2592, "focus_rate": 0.17901234567901234}, {"has_nurs": "very_crit", "support": 2592, "focus_rate": 0.08101851851851852}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe51710767a84e096c8ebba6a0394c382adf793e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f179f7603646aa72 +-- problem_id: v2p_c7_24c70db14c254e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22f2655246b4ace2ff9b500a31bab67da231e709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"has_nurs\", \"support\", \"focus_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"support\": 2592, \"focus_rate\": 0.3487654320987654}, {\"has_nurs\": \"critical\", \"support\": 2592, \"focus_rate\": 0.17901234567901234}, {\"has_nurs\": \"very_crit\", \"support\": 2592, \"focus_rate\": 0.08101851851851852}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c200a015eab4812f32f20fd5ff40fa573b297ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:46:11.484798+00:00", + "ended_at": "2026-05-19T15:46:22.115108+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f179f7603646aa72", + "problem_id": "v2p_c7_24c70db14c254e40", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f179f7603646aa72.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d94f3ed6cc51f8c2e8c8d9744a708a8f0603985c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:22.106707+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10618.87, "started_at": "2026-05-19T15:46:11.486741+00:00", "ended_at": "2026-05-19T15:46:22.105658+00:00", "prompt_metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 205, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c4bd58bdd47d25b59688816d2ac802193261a70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_f45b6a14a8e4c159/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e7da62eda2e6ac66a9cf1114575f6da326800ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6523, "bytes_utf8": 6523, "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": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13940, "cached_input_tokens": 12672, "output_tokens": 355, "reasoning_output_tokens": 215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49616e70bb1dbee405f401c65d8153b53dfd5991 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/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_f45b6a14a8e4c159", + "api_calls": 0, + "input_tokens": 13940, + "cached_input_tokens": 12672, + "output_tokens": 355, + "total_tokens": 14295, + "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": 11338.91, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/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_f45b6a14a8e4c159/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c0e06bf4bf382926d8918efe781b7092532f801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/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": "2026-05-19T15:33:45.601897+00:00", + "ended_at": "2026-05-19T15:33:56.940847+00:00", + "elapsed_ms": 11338.91, + "prompt_metrics": { + "chars": 6523, + "bytes_utf8": 6523, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 875, + "bytes_utf8": 875, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 524, + "bytes_utf8": 524, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13940, + "cached_input_tokens": 12672, + "output_tokens": 355, + "reasoning_output_tokens": 215 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f45b6a14a8e4c159/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97da79b0515427fb9edf3ee24cf22541f4c04872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/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=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "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},\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_f45b6a14a8e4c159/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7497134f21e457402e68b0d10d7ca31f22961bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-2312-7a11-8d43-adf67b181d53"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested template with group_col and condition_col both bound to \\\"has_nurs\\\" and condition_value bound to 'critical'. Because the grouping column and condition column are the same, each group's condition_rate will be 1.0 for the 'critical' group and 0.0 for all other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13940,"cached_input_tokens":12672,"output_tokens":355,"reasoning_output_tokens":215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..094a82ba79102ac4962a25d93f7927f3c0328242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;","notes":"Uses the requested template with group_col and condition_col both bound to \"has_nurs\" and condition_value bound to 'critical'. Because the grouping column and condition column are the same, each group's condition_rate will be 1.0 for the 'critical' group and 0.0 for all other groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f45b6a14a8e4c159/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0083c21cdc1a7da68a8d970bc57597564b39bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:56:33.697457+00:00", + "ended_at": "2026-05-19T15:56:41.505061+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f46706dd02b01c38", + "problem_id": "v2p_c7_6904e08318d3918a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "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 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47db9ceb7c5f51a8e058a6ff363e7b891f808710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:37.095909+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3396.15, "started_at": "2026-05-19T15:56:33.698920+00:00", "ended_at": "2026-05-19T15:56:37.095098+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-034a-7b33-a7ef-87140c418dc2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:56:41.504940+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3406.92, "started_at": "2026-05-19T15:56:38.097300+00:00", "ended_at": "2026-05-19T15:56:41.504265+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-1483-7340-933b-4883915a17b8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96209fe5802b347526aef6579f799d2077bb8d69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/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": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 312, "reasoning_output_tokens": 170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adb0e4dd7550c7a8d179e15cd7aabf872ca8f00a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/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_f5209204cb7b7bc0", + "api_calls": 0, + "input_tokens": 13984, + "cached_input_tokens": 12672, + "output_tokens": 312, + "total_tokens": 14296, + "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": 10821.61, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/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_f5209204cb7b7bc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02396985f3e4391af2d57f6aa0b2f6cfeecac82a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/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": "2026-05-19T15:44:07.077967+00:00", + "ended_at": "2026-05-19T15:44:17.899617+00:00", + "elapsed_ms": 10821.61, + "prompt_metrics": { + "chars": 6588, + "bytes_utf8": 6588, + "lines": 205, + "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": 13984, + "cached_input_tokens": 12672, + "output_tokens": 312, + "reasoning_output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f5209204cb7b7bc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1e6c4e9497d830b5a8b3291bca981776a76d5a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/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=finance, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "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\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_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce054fcdfcc4a34ef0178af06d2bac3990c9931f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-9eab-7c22-b31d-c564d053babf"} +{"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 \\\"finance\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 16;\",\"notes\":\"Applies the Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13984,"cached_input_tokens":12672,"output_tokens":312,"reasoning_output_tokens":170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c33035899767d5749fae0553a55fabb6cd68246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 16;","notes":"Applies the Tail Target-Rate Extremes template with group_col=\"finance\", 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_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5209204cb7b7bc0/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_f5636d1d166d3690/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3db3814f80fe6f88672dc8cc8f82331dafc00f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/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": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13959, "cached_input_tokens": 12032, "output_tokens": 447, "reasoning_output_tokens": 341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9446b771c0967bfe000632cbedaed38dff3a64c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/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_f5636d1d166d3690", + "api_calls": 0, + "input_tokens": 13959, + "cached_input_tokens": 12032, + "output_tokens": 447, + "total_tokens": 14406, + "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": 9343.27, + "sql_execution_elapsed_ms_total": 4.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/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_f5636d1d166d3690/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61ec8b25e12500d141c71b9ffb2786118707e8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/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": "2026-05-19T15:38:17.755109+00:00", + "ended_at": "2026-05-19T15:38:27.098401+00:00", + "elapsed_ms": 9343.27, + "prompt_metrics": { + "chars": 6556, + "bytes_utf8": 6556, + "lines": 208, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13959, + "cached_input_tokens": 12032, + "output_tokens": 447, + "reasoning_output_tokens": 341 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f5636d1d166d3690/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15574d7acdc5317b8932c82deaac4a39e2a8e9a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/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=housing.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "form", + "group_col_2": "housing", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "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}, {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_f5636d1d166d3690/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03f723a1f0c2bbecc6de7c00d61dedab0260c2d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-4a21-78c3-915d-009489e99715"} +{"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\\\", \\\"housing\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"form\\\", \\\"housing\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with \\\"form\\\" and \\\"housing\\\" as grouping columns and filters rows where \\\"health\\\" = 'priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13959,"cached_input_tokens":12032,"output_tokens":447,"reasoning_output_tokens":341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca853f6d6c99e737c5fda266d1ef15186ab4322 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"housing\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"form\", \"housing\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with \"form\" and \"housing\" as grouping columns and filters rows where \"health\" = 'priority'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5636d1d166d3690/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_f5f96e4d91709614/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1b7d8a50796dd7634ca2b8540a7b04c8543a747 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/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": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13886, "cached_input_tokens": 12672, "output_tokens": 177, "reasoning_output_tokens": 83}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6c494dbcd56d6c5813467c228d62c696e36ff0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/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_f5f96e4d91709614", + "api_calls": 0, + "input_tokens": 13886, + "cached_input_tokens": 12672, + "output_tokens": 177, + "total_tokens": 14063, + "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": 11748.13, + "sql_execution_elapsed_ms_total": 3.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/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_f5f96e4d91709614/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bee164898ac861e6780d5b037743adb4bb7beb04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/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": "2026-05-19T15:40:20.049477+00:00", + "ended_at": "2026-05-19T15:40:31.797636+00:00", + "elapsed_ms": 11748.13, + "prompt_metrics": { + "chars": 6241, + "bytes_utf8": 6241, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 984, + "bytes_utf8": 984, + "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": 299, + "bytes_utf8": 299, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13886, + "cached_input_tokens": 12672, + "output_tokens": 177, + "reasoning_output_tokens": 83 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f5f96e4d91709614/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f42eb8012e9fe256388be950c4ab90525e407ea0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/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=has_nurs.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "has_nurs", + "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\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_f5f96e4d91709614/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b669a56f365c94baccdaf0addd374f4cf89544fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e5-27f3-7840-96c5-239711380ff3"} +{"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 14521. Please try again in 435ms. 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_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 14;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"has_nurs\\\" and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13886,"cached_input_tokens":12672,"output_tokens":177,"reasoning_output_tokens":83}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa431741521fac1c1e5e04e25a98a55daf57d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 14;","notes":"Uses the Low-Support Group Count template with group_col bound to \"has_nurs\" 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_f5f96e4d91709614/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f5f96e4d91709614/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_f653a2ab3cfa5cc6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43ab430a9362e279e7611607466252835fa0f7af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6538, "bytes_utf8": 6538, "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": 13969, "cached_input_tokens": 12672, "output_tokens": 352, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47a8a0c35e45f663cffc857d4fd20e4732520945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/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_f653a2ab3cfa5cc6", + "api_calls": 0, + "input_tokens": 13969, + "cached_input_tokens": 12672, + "output_tokens": 352, + "total_tokens": 14321, + "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": 9165.79, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/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_f653a2ab3cfa5cc6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cccc0bbca5ee6753ec02596fe18d042570cd0874 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/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": "2026-05-19T15:49:09.187657+00:00", + "ended_at": "2026-05-19T15:49:18.353476+00:00", + "elapsed_ms": 9165.79, + "prompt_metrics": { + "chars": 6538, + "bytes_utf8": 6538, + "lines": 207, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 901, + "bytes_utf8": 901, + "lines": 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": 13969, + "cached_input_tokens": 12672, + "output_tokens": 352, + "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_f653a2ab3cfa5cc6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28f772ef7ac4fb47ea12296d0e124861a17ed900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/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=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "priority", + "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},\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_f653a2ab3cfa5cc6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09c2ce0257fc0e0c63bfd426152a6849baf261a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-3aec-78e1-b57f-6e0e6330a23b"} +{"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\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the required template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", target_value='priority'. Grouping by \\\"class\\\" makes the computed target_rate deterministic within each class subgroup, but this follows the provided plan exactly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13969,"cached_input_tokens":12672,"output_tokens":352,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ec23c2344aaa41259e6bc1fb4a49b7408bb5c96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY target_rate DESC;","notes":"Applied the required template with fixed bindings: group_col=\"housing\", group_col_2=\"class\", target_col=\"class\", target_value='priority'. Grouping by \"class\" makes the computed target_rate deterministic within each class subgroup, but this follows the provided plan exactly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f653a2ab3cfa5cc6/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_f8562c7376d60d9f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37d9e508f500a42a9fc97fda26a1ba6dc4f6c299 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"parents": "great_pret", "health": "not_recom", "support": 1440}, {"parents": "great_pret", "health": "priority", "support": 1440}, {"parents": "great_pret", "health": "recommended", "support": 1440}, {"parents": "pretentious", "health": "not_recom", "support": 1440}, {"parents": "pretentious", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29ca08eda8bdcfb9fee860e4c73c12ffa383cf68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_f8562c7376d60d9f +-- problem_id: v2p_c7_1b8a649aff604337 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "health" +ORDER BY "support" ASC, "parents", "health" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2235d135b5595d549b80d27c292ab064078f9569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"parents\", \"health\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dc8d956d6e9a33b7afaa18774438fef11a14981 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:42:56.328317+00:00", + "ended_at": "2026-05-19T15:43:06.049468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f8562c7376d60d9f", + "problem_id": "v2p_c7_1b8a649aff604337", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_f8562c7376d60d9f.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..131e9d4c01422384a7f6819456e612cc8319900b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:06.040697+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9710.07, "started_at": "2026-05-19T15:42:56.329792+00:00", "ended_at": "2026-05-19T15:43:06.039890+00:00", "prompt_metrics": {"chars": 6413, "bytes_utf8": 6413, "lines": 204, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1fd851823caf353c02333302079c27b1cf05ae30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_f8562c7376d60d9f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_fbd6decc43137eee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..748157b9715e36940ea26c74a765fc0f802e649e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6243, "bytes_utf8": 6243, "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": 309, "bytes_utf8": 309, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13884, "cached_input_tokens": 12672, "output_tokens": 268, "reasoning_output_tokens": 172}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..337d41919ea644fb84e3168ad075f5946d209879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/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_fbd6decc43137eee", + "api_calls": 0, + "input_tokens": 13884, + "cached_input_tokens": 12672, + "output_tokens": 268, + "total_tokens": 14152, + "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": 14016.98, + "sql_execution_elapsed_ms_total": 3.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/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_fbd6decc43137eee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fefaae1c73d2661b5c12cdc00fbd4270373ca96f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/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": "2026-05-19T15:40:31.805921+00:00", + "ended_at": "2026-05-19T15:40:45.822926+00:00", + "elapsed_ms": 14016.98, + "prompt_metrics": { + "chars": 6243, + "bytes_utf8": 6243, + "lines": 202, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 662, + "bytes_utf8": 662, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 309, + "bytes_utf8": 309, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13884, + "cached_input_tokens": 12672, + "output_tokens": 268, + "reasoning_output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_fbd6decc43137eee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30ea9ed9bfc0daee64f9eaeb5809867942871a9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/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=has_nurs.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "has_nurs", + "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\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_fbd6decc43137eee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6070675a347952f51f53a1e46ecc8760187076cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-55b3-7813-92d5-d31a6e652e91"} +{"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 \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"has_nurs\\\" and top_k set to 19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13884,"cached_input_tokens":12672,"output_tokens":268,"reasoning_output_tokens":172}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b50c58690a653f58a58cecefdff019e40b88973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 19;","notes":"Applied the Low-Support Group Count template with group_col bound to \"has_nurs\" and top_k set to 19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fbd6decc43137eee/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d9000d8c8e774eeeb6ddef710571086778981b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "row_count": 2592}, {"has_nurs": "proper", "row_count": 2592}, {"has_nurs": "less_proper", "row_count": 2592}, {"has_nurs": "improper", "row_count": 2592}, {"has_nurs": "critical", "row_count": 2592}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23e33d72ae6cf093731d2fd30f7df112d622579e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_fd1d576972f06c38 +-- problem_id: v2p_c7_ea9ce0b992b78a41 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS "row_count" +FROM "c7" +GROUP BY "has_nurs" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc2a914308c900ad9a43b7f68e297b3bce45172a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"has_nurs\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"has_nurs\", \"row_count\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"row_count\": 2592}, {\"has_nurs\": \"proper\", \"row_count\": 2592}, {\"has_nurs\": \"less_proper\", \"row_count\": 2592}, {\"has_nurs\": \"improper\", \"row_count\": 2592}, {\"has_nurs\": \"critical\", \"row_count\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f24242b52f780d0b2a0eb0fc6b6461050408979c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:31:13.670424+00:00", + "ended_at": "2026-05-19T15:31:47.697336+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_fd1d576972f06c38", + "problem_id": "v2p_c7_ea9ce0b992b78a41", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_fd1d576972f06c38.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff69b7c77d02919e7e448826f945cbf8fed56104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:47.690453+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 34017.06, "started_at": "2026-05-19T15:31:13.672229+00:00", "ended_at": "2026-05-19T15:31:47.689331+00:00", "prompt_metrics": {"chars": 6161, "bytes_utf8": 6161, "lines": 202, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64218f0a13b94cdeb3d6621cef5bfc37ecbc56d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_fd1d576972f06c38/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_ffa0203cca39551b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e36e45816defa69a4d8d6755c4986cbb7835116a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.04567901234567901}, {"children": "2", "support": 3240, "focus_rate": 0.030864197530864196}, {"children": "3", "support": 3240, "focus_rate": 0.012345679012345678}, {"children": "more", "support": 3240, "focus_rate": 0.012345679012345678}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0041582976d610b36184a0aa265c353ae1293671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_ffa0203cca39551b +-- problem_id: v2p_c7_5086ef1e4f37c04b +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f76f6188b706b334c4a1418374b1eee97055b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.04567901234567901}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.030864197530864196}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bdf212c52666f100e77c17cd073f25a76ff49dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "c7", + "started_at": "2026-05-19T15:46:40.127543+00:00", + "ended_at": "2026-05-19T15:46:54.410457+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ffa0203cca39551b", + "problem_id": "v2p_c7_5086ef1e4f37c04b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "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 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_ffa0203cca39551b.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a97f6c17228a98db680c85eed6d5b59b55c3d2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:54.403173+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14272.8, "started_at": "2026-05-19T15:46:40.129382+00:00", "ended_at": "2026-05-19T15:46:54.402215+00:00", "prompt_metrics": {"chars": 6590, "bytes_utf8": 6590, "lines": 205, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0abc47d7a471a1583bf590267aaa63c5bca4ef39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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